diff --git a/backend/server.js b/backend/server.js index a917724..8e0ef4f 100755 --- a/backend/server.js +++ b/backend/server.js @@ -144,38 +144,7 @@ app.post('/api/register', async (req, res) => { }); -// Route for login -app.post('/api/login', (req, res) => { - const { username, password } = req.body; - - if (!username || !password) { - return res.status(400).json({ error: 'Username and password are required' }); - } - - const query = 'SELECT * FROM user_auth WHERE username = ?'; - db.get(query, [username], async (err, row) => { - if (err) { - console.error('Error fetching user:', err.message); - return res.status(500).json({ error: 'Internal server error' }); - } - - if (!row) { - return res.status(401).json({ error: 'Invalid username or password' }); - } - - // Verify password - const isPasswordValid = await bcrypt.compare(password, row.hashed_password); - if (!isPasswordValid) { - return res.status(401).json({ error: 'Invalid username or password' }); - } - - const { user_id } = row; // This gets the correct user_id from the row object - const token = jwt.sign({ userId: row.user_id }, SECRET_KEY, { expiresIn: '2h' }); - res.status(200).json({ token }); - }); -}); - -// Route to handle user sign-in (customized) +// Route to handle user sign-in (updated with career_priorities and career_list) app.post('/api/signin', async (req, res) => { const { username, password } = req.body; @@ -183,7 +152,7 @@ app.post('/api/signin', async (req, res) => { return res.status(400).json({ error: 'Both username and password are required' }); } - // JOIN user_profile to fetch is_premium, email, or whatever columns you need + // Updated query includes career_priorities and career_list const query = ` SELECT user_auth.user_id, @@ -194,7 +163,9 @@ app.post('/api/signin', async (req, res) => { user_profile.career_situation, user_profile.email, user_profile.firstname, - user_profile.lastname + user_profile.lastname, + user_profile.career_priorities, -- new field + user_profile.career_list -- new field FROM user_auth LEFT JOIN user_profile ON user_auth.user_id = user_profile.user_id WHERE user_auth.username = ? @@ -217,20 +188,16 @@ app.post('/api/signin', async (req, res) => { return res.status(401).json({ error: 'Invalid username or password' }); } - // user_id from the row - const { user_id } = row; - // Generate JWT - const token = jwt.sign({ userId: user_id }, SECRET_KEY, { expiresIn: '2h' }); + const token = jwt.sign({ userId: row.user_id }, SECRET_KEY, { expiresIn: '2h' }); - // Return user object including is_premium and other columns - // The front end can store this in state (e.g. setUser). + // Return fully updated user object res.status(200).json({ message: 'Login successful', token, - userId: user_id, + userId: row.user_id, user: { - user_id, + user_id: row.user_id, firstname: row.firstname, lastname: row.lastname, email: row.email, @@ -238,11 +205,14 @@ app.post('/api/signin', async (req, res) => { is_premium: row.is_premium, is_pro_premium: row.is_pro_premium, career_situation: row.career_situation, + career_priorities: row.career_priorities, // newly added + career_list: row.career_list, // newly added } }); }); }); + /// Check if username already exists app.get('/api/check-username/:username', (req, res) => { const { username } = req.params; @@ -263,6 +233,129 @@ app.get('/api/check-username/:username', (req, res) => { }); }); +// Upsert user profile with career_priorities and career_list +app.post('/api/user-profile', (req, res) => { + const token = req.headers.authorization?.split(' ')[1]; + if (!token) { + return res.status(401).json({ error: 'Authorization token is required' }); + } + + let userId; + try { + const decoded = jwt.verify(token, SECRET_KEY); + userId = decoded.userId; + } catch (error) { + console.error('JWT verification failed:', error); + return res.status(401).json({ error: 'Invalid or expired token' }); + } + + const { + firstName, + lastName, + email, + zipCode, + state, + area, + careerSituation, + interest_inventory_answers, + career_priorities, + career_list, + } = req.body; + + if (!firstName || !lastName || !email || !zipCode || !state || !area) { + return res.status(400).json({ error: 'All fields are required (except interest_inventory_answers, career_priorities, career_list)' }); + } + + // Check for existing user profile + const checkQuery = `SELECT * FROM user_profile WHERE user_id = ?;`; + db.get(checkQuery, [userId], (err, existingRow) => { + if (err) { + console.error('Error checking profile:', err.message); + return res.status(500).json({ error: 'Database error' }); + } + + // Preserve existing data if not provided + const finalAnswers = interest_inventory_answers === undefined + ? existingRow?.interest_inventory_answers || null + : interest_inventory_answers; + + const finalCareerPriorities = career_priorities === undefined + ? existingRow?.career_priorities || null + : career_priorities; + + const finalCareerList = career_list === undefined + ? existingRow?.career_list || null + : career_list; + + if (existingRow) { + // Update existing profile + const updateQuery = ` + UPDATE user_profile + SET firstname = ?, + lastname = ?, + email = ?, + zipcode = ?, + state = ?, + area = ?, + career_situation = ?, + interest_inventory_answers = ?, + career_priorities = ?, + career_list = ? + WHERE user_id = ? + `; + const params = [ + firstName, + lastName, + email, + zipCode, + state, + area, + careerSituation || existingRow.career_situation, + finalAnswers, + finalCareerPriorities, + finalCareerList, + userId, + ]; + db.run(updateQuery, params, function (err) { + if (err) { + console.error('Error updating profile:', err.message); + return res.status(500).json({ error: 'Failed to update user profile' }); + } + return res.status(200).json({ message: 'User profile updated successfully' }); + }); + } else { + // Insert new profile + const insertQuery = ` + INSERT INTO user_profile + (firstname, lastname, email, zipcode, state, area, career_situation, interest_inventory_answers, career_priorities, career_list, user_id) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) + `; + const params = [ + firstName, + lastName, + email, + zipCode, + state, + area, + careerSituation || null, + finalAnswers, + finalCareerPriorities, + finalCareerList, + userId, + ]; + db.run(insertQuery, params, function (err) { + if (err) { + console.error('Error inserting profile:', err.message); + return res.status(500).json({ error: 'Failed to create user profile' }); + } + return res + .status(201) + .json({ message: 'User profile created successfully', id: this.lastID }); + }); + } + }); +}); + // Route to fetch user profile diff --git a/final_master_career_list.json b/final_master_career_list.json new file mode 100644 index 0000000..203fbc4 --- /dev/null +++ b/final_master_career_list.json @@ -0,0 +1,17379 @@ +[ + { + "soc_code": "11-1011", + "title": "Chief Executives", + "cip_codes": [ + 44.0401, + 52.0101, + 52.0201, + 52.0206, + 52.0701, + 52.0704, + 52.0801, + 52.1101, + 52.1301 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-1021", + "title": "General and Operations Managers", + "cip_codes": [ + 1.8202, + 31.0301, + 31.0399, + 44.0401, + 52.0101, + 52.0201, + 52.0206, + 52.0212, + 52.0215, + 52.0701, + 52.0704, + 52.0801, + 52.081, + 52.1101, + 52.1301 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-1031", + "title": "Legislators", + "cip_codes": [ + 44.0401, + 44.0501 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-2011", + "title": "Advertising and Promotions Managers", + "cip_codes": [ + 9.09, + 9.0902, + 9.0903, + 52.1401 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-2021", + "title": "Marketing Managers", + "cip_codes": [ + 19.0203, + 19.0905, + 51.2011, + 52.1401, + 52.1402, + 52.1403, + 52.1404, + 52.1499, + 52.191 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-2022", + "title": "Sales Managers", + "cip_codes": [ + 19.0203, + 51.2011, + 52.0101, + 52.0201, + 52.1401 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-2032", + "title": "Public Relations Managers", + "cip_codes": [ + 9.01, + 9.0101, + 9.0102, + 9.09, + 9.0902, + 9.0904, + 9.0907, + 9.0909, + 52.0501, + 52.0599 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-2033", + "title": "Fundraising Managers", + "cip_codes": [ + 9.01, + 9.09, + 9.0902, + 9.0909, + 52.0206, + 52.0213, + 52.0502, + 52.1401 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3012", + "title": "Administrative Services Managers", + "cip_codes": [ + 1.8202, + 51.0711, + 52.0101, + 52.0201, + 52.0202, + 52.0204, + 52.0207 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3013", + "title": "Facilities Managers", + "cip_codes": [ + 15.1501, + 19.0604, + 30.1201, + 30.1299, + 31.0301, + 46.0401, + 46.0412, + 51.0702, + 52.0101, + 52.0201, + 52.0202, + 52.0205, + 52.0904 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3021", + "title": "Computer and Information Systems Managers", + "cip_codes": [ + 11.0101, + 11.0103, + 11.0401, + 11.0701, + 11.0802, + 11.0901, + 11.1001, + 11.1002, + 11.1003, + 11.1005, + 30.0801, + 30.1601, + 30.3101, + 30.3901, + 30.7001, + 52.0205, + 52.1201, + 52.1206, + 52.1207, + 52.1299, + 52.2101 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3031", + "title": "Financial Managers", + "cip_codes": [ + 30.1601, + 30.7104, + 52.0215, + 52.0304, + 52.0305, + 52.0801, + 52.0806, + 52.0808, + 52.0809, + 52.081, + 52.0899 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3051", + "title": "Industrial Production Managers", + "cip_codes": [ + 14.3501, + 15.1501, + 51.2006, + 51.2009, + 52.0101, + 52.0201, + 52.0203, + 52.0205, + 52.0216 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3061", + "title": "Purchasing Managers", + "cip_codes": [ + 52.0202 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3071", + "title": "Transportation, Storage, and Distribution Managers", + "cip_codes": [ + 44.0401, + 44.0403, + 49.0101, + 49.0104, + 52.0101, + 52.0201, + 52.0203, + 52.0209 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3111", + "title": "Compensation and Benefits Managers", + "cip_codes": [ + 52.0201, + 52.1001, + 52.1002, + 52.1003, + 52.1701 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3121", + "title": "Human Resources Managers", + "cip_codes": [ + 9.0901, + 42.2804, + 52.0201, + 52.0213, + 52.1001, + 52.1002, + 52.1003, + 52.1004, + 52.1006 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3131", + "title": "Training and Development Managers", + "cip_codes": [ + 9.0901, + 13.0403, + 13.0607, + 42.2804, + 52.0201, + 52.0213, + 52.1001, + 52.1003, + 52.1006 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9013", + "title": "Farmers, Ranchers, and Other Agricultural Managers", + "cip_codes": [ + 1.0101, + 1.0102, + 1.0104, + 1.0199, + 1.0301, + 1.0302, + 1.0303, + 1.0304, + 1.0306, + 1.0307, + 1.0308, + 1.031, + 1.0399, + 1.0601, + 1.0603, + 1.0604, + 1.0606, + 1.0609, + 1.061, + 1.0901, + 1.0902, + 1.0903, + 1.0904, + 1.0905, + 1.0906, + 1.0907, + 1.0999, + 1.1004, + 1.1101, + 1.1102, + 1.1103, + 1.1105, + 1.1106, + 30.3401 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9021", + "title": "Construction Managers", + "cip_codes": [ + 15.1001, + 44.0402, + 52.0101, + 52.0201, + 52.0205, + 52.2001, + 52.2002, + 52.2099 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9031", + "title": "Education and Childcare Administrators, Preschool and Daycare", + "cip_codes": [ + 13.0401, + 13.0404, + 13.0411, + 13.0412, + 13.0414 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9032", + "title": "Education Administrators, Kindergarten through Secondary", + "cip_codes": [ + 13.0401, + 13.0404, + 13.0408, + 13.0409, + 13.0411, + 13.0412, + 13.0414 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9033", + "title": "Education Administrators, Postsecondary", + "cip_codes": [ + 13.0401, + 13.0404, + 13.0406, + 13.0407, + 13.0412, + 51.0719, + 51.3202, + 51.3203, + 52.0214, + 61.0207, + 61.0211 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9039", + "title": "Education Administrators, All Other", + "cip_codes": [ + 13.0401, + 13.0402, + 13.0403, + 13.0404, + 13.0406, + 13.041, + 13.0411, + 13.0412, + 13.0413, + 13.0499, + 52.0206 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9041", + "title": "Architectural and Engineering Managers", + "cip_codes": [ + 4.0201, + 4.0202, + 4.0301, + 4.0401, + 4.0402, + 4.0501, + 4.0601, + 4.0902, + 14.0101, + 14.0201, + 14.0202, + 14.0299, + 14.0301, + 14.0401, + 14.0501, + 14.0601, + 14.0701, + 14.0702, + 14.0799, + 14.0801, + 14.0802, + 14.0803, + 14.0804, + 14.0805, + 14.0899, + 14.0901, + 14.0902, + 14.0903, + 14.0999, + 14.1001, + 14.1003, + 14.1004, + 14.1099, + 14.1101, + 14.1201, + 14.1301, + 14.1401, + 14.1801, + 14.1901, + 14.2001, + 14.2101, + 14.2201, + 14.2301, + 14.2401, + 14.2501, + 14.2701, + 14.2801, + 14.3201, + 14.3301, + 14.3401, + 14.3501, + 14.3601, + 14.3801, + 14.3901, + 14.4001, + 14.4101, + 14.4201, + 14.4301, + 14.4401, + 14.4501, + 14.4701, + 14.4801, + 14.4802, + 14.4899, + 14.9999, + 15.1501, + 15.1502, + 15.1503, + 40.1001, + 52.0216 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9051", + "title": "Food Service Managers", + "cip_codes": [ + 12.0504, + 12.0509, + 12.051, + 19.0505, + 52.0901, + 52.0904, + 52.0905, + 52.0909, + 52.091, + 52.0999 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9071", + "title": "Gambling Managers", + "cip_codes": [ + 52.0908 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9072", + "title": "Entertainment and Recreation Managers, Except Gambling", + "cip_codes": [ + 3.0207, + 31.0301, + 31.0302, + 31.0399, + 31.0504, + 52.0101, + 52.0201, + 52.0901, + 52.0906 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9081", + "title": "Lodging Managers", + "cip_codes": [ + 52.0901, + 52.0904, + 52.0905, + 52.0906, + 52.0909, + 52.0999 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9111", + "title": "Medical and Health Services Managers", + "cip_codes": [ + 1.8201, + 1.8202, + 26.0509, + 44.0503, + 51.0701, + 51.0702, + 51.0704, + 51.0706, + 51.0718, + 51.0719, + 51.072, + 51.0721, + 51.0722, + 51.2001, + 51.2002, + 51.2007, + 51.2008, + 51.2011, + 51.2201, + 51.2208, + 51.221, + 51.2211, + 51.2213, + 51.2214, + 51.2299, + 51.3206, + 51.3299, + 51.3802, + 51.3818, + 51.382, + 52.0206, + 52.021, + 52.0214, + 52.0216 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-9121", + "title": "Natural Sciences Managers", + "cip_codes": [ + 14.1201, + 14.3701, + 26.0101, + 26.0202, + 26.0203, + 26.0204, + 26.0205, + 26.0206, + 26.0207, + 26.0208, + 26.0209, + 26.021, + 26.0299, + 26.0301, + 26.0305, + 26.0307, + 26.0399, + 26.0401, + 26.0403, + 26.0406, + 26.0499, + 26.0502, + 26.0503, + 26.0504, + 26.0505, + 26.0507, + 26.0508, + 26.0599, + 26.0701, + 26.0702, + 26.0707, + 26.0799, + 26.0802, + 26.0804, + 26.0805, + 26.0807, + 26.0899, + 26.091, + 26.0912, + 26.1001, + 26.1004, + 26.1101, + 26.1102, + 26.1104, + 26.1199, + 26.1201, + 26.1301, + 26.1302, + 26.1303, + 26.131, + 26.1311, + 26.1399, + 26.1401, + 26.1501, + 26.1502, + 26.1503, + 26.1504, + 26.1599, + 26.9999, + 27.0101, + 27.0102, + 27.0103, + 27.0104, + 27.0105, + 27.0199, + 27.0301, + 27.0303, + 27.0304, + 27.0305, + 27.0306, + 27.0399, + 27.0501, + 27.0503, + 27.0599, + 27.0601, + 27.9999, + 30.0101, + 30.0801, + 30.1001, + 30.1501, + 30.1801, + 30.1901, + 30.2501, + 30.2599, + 30.2701, + 30.3001, + 30.3201, + 30.3301, + 30.3401, + 30.3501, + 30.3801, + 30.4101, + 30.4301, + 30.4401, + 30.4901, + 30.5001, + 30.7001, + 30.7099, + 38.0102, + 40.0101, + 40.0201, + 40.0202, + 40.0203, + 40.0299, + 40.0401, + 40.0402, + 40.0403, + 40.0404, + 40.0499, + 40.0501, + 40.0502, + 40.0503, + 40.0504, + 40.0506, + 40.0507, + 40.0508, + 40.0509, + 40.051, + 40.0511, + 40.0512, + 40.0599, + 40.0601, + 40.0602, + 40.0603, + 40.0604, + 40.0605, + 40.0606, + 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"cip_codes": [ + 13.0201, + 13.0201, + 13.1202, + 13.1203, + 13.1206, + 13.1206, + 13.1207, + 13.1207, + 13.1208, + 13.1208, + 13.121, + 13.1211, + 13.1211, + 13.1212, + 13.1212, + 13.1213, + 13.1213, + 13.1301, + 13.1302, + 13.1303, + 13.1305, + 13.1306, + 13.1307, + 13.1308, + 13.1308, + 13.1309, + 13.1309, + 13.131, + 13.1311, + 13.1312, + 13.1314, + 13.1315, + 13.1316, + 13.1317, + 13.1318, + 13.1319, + 13.132, + 13.1321, + 13.1322, + 13.1323, + 13.1324, + 13.1325, + 13.1326, + 13.1327, + 13.1327, + 13.1328, + 13.133, + 13.1331, + 13.1332, + 13.1333, + 13.1337, + 13.1338, + 13.1338, + 13.1339, + 13.1339, + 13.1401, + 13.1401, + 13.1402, + 13.1402, + 13.1499, + 13.1499, + 45.0199, + 45.0199 + ], + "limited_data": false, + "ratings": { + "growth": 1, + "balance": 4, + "recognition": 3 + } + }, + { + "soc_code": "25-2032.00", + "title": "Career/Technical Education Teachers, Secondary School", + "cip_codes": [ + 13.0201, + 13.1203, + 13.1205, + 13.1206, + 13.1207, + 13.1208, + 13.1211, 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+ 54.0102 + ], + "limited_data": false, + "ratings": { + "growth": 1, + "balance": 4, + "recognition": 3 + } + }, + { + "soc_code": "25-1193.00", + "title": "Recreation and Fitness Studies Teachers, Postsecondary", + "cip_codes": [ + 1.0207, + 1.0504, + 1.0509, + 11.0801, + 11.0802, + 11.0803, + 12.0509, + 13.1211, + 13.1301, + 13.1303, + 13.1308, + 13.1309, + 13.131, + 13.1314, + 13.1319, + 13.132, + 13.1327, + 15.1503, + 16.1602, + 19.0101, + 19.0201, + 19.0202, + 19.0299, + 19.0401, + 19.0402, + 19.0403, + 19.0499, + 19.0501, + 19.0504, + 19.0505, + 19.0599, + 19.0601, + 19.0701, + 19.0702, + 19.0704, + 19.0706, + 19.0708, + 19.0901, + 19.0902, + 19.0904, + 19.1001, + 23.1301, + 23.1302, + 23.1303, + 23.1304, + 24.0101, + 24.0102, + 24.0103, + 30.0101, + 30.0501, + 30.0601, + 30.1201, + 30.1299, + 30.1401, + 30.1501, + 30.1801, + 30.1901, + 30.2501, + 30.2502, + 30.2599, + 30.2601, + 30.2901, + 30.3001, + 30.3201, + 30.3301, + 30.3401, + 30.5201, + 30.5202, + 30.5203, + 30.5301, + 30.7001, + 30.7099, + 30.7101, + 30.7103, + 30.7199, + 31.0101, + 31.0501, + 31.0504, + 31.0508, + 40.1099, + 40.9999, + 43.0202, + 43.0304, + 49.0205, + 50.0411, + 51.2706, + 51.3204, + 51.3299 + ], + "limited_data": false, + "ratings": { + "growth": 1, + "balance": 4, + "recognition": 4 + } + }, + { + "soc_code": "25-9049.00", + "title": "Teaching Assistants, All Other", + "cip_codes": [ + 13.0101, + 13.0101, + 13.1001, + 13.121, + 13.121, + 13.1501, + 13.1501, + 13.1501, + 13.1502, + 13.1599, + 13.1599, + 13.1599, + 13.1599, + 19.0706, + 19.0706, + 42.2814 + ], + "limited_data": false, + "ratings": { + "growth": 1, + "balance": 1, + "recognition": 1 + } + }, + { + "soc_code": "25-9044.00", + "title": "Teaching Assistants, Postsecondary", + "cip_codes": [ + 13.0101, + 13.0101, + 13.1001, + 13.121, + 13.121, + 13.1501, + 13.1501, + 13.1501, + 13.1502, + 13.1599, + 13.1599, + 13.1599, + 13.1599, + 19.0706, + 19.0706, + 42.2814 + ], + "limited_data": false, + "ratings": { + "growth": 1, + "balance": 3, + "recognition": 3 + } + }, + { + "soc_code": "27-2021.00", + "title": "Athletes and Sports Competitors", + "cip_codes": [ + 13.1314, + 31.0501, + 31.0501, + 31.0504, + 42.2815, + 99.9999 + ], + "limited_data": false, + "ratings": { + "growth": 5, + "balance": 3, + "recognition": 4 + } + }, + { + "soc_code": "39-1014.00", + "title": "First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services", + "cip_codes": [ + 12.0601, + 12.0602, + 31.0601, + 52.0908 + ], + "limited_data": false, + "ratings": { + "growth": 5, + "balance": 1, + "recognition": 1 + } + }, + { + "soc_code": "39-9032.00", + "title": "Recreation Workers", + "cip_codes": [ + 13.1314, + 31.0501, + 31.0504, + 31.0507, + 31.0601, + 51.3602 + ], + "limited_data": false, + "ratings": { + "growth": 5, + "balance": 3, + "recognition": 2 + } + } +] \ No newline at end of file diff --git a/src/App.js b/src/App.js index 6977d38..df78632 100644 --- a/src/App.js +++ b/src/App.js @@ -16,6 +16,8 @@ import GettingStarted from './components/GettingStarted.js'; import SignIn from './components/SignIn.js'; import SignUp from './components/SignUp.js'; import PlanningLanding from './components/PlanningLanding.js'; +import CareerExplorer from './components/CareerExplorer.js'; +import EducationalPrograms from './components/EducationalPrograms.js'; import PreparingLanding from './components/PreparingLanding.js'; import EnhancingLanding from './components/EnhancingLanding.js'; import RetirementLanding from './components/RetirementLanding.js'; @@ -236,6 +238,8 @@ function App() { } /> } /> } /> + } /> + } /> } /> } /> } /> diff --git a/src/components/CareerExplorer.js b/src/components/CareerExplorer.js new file mode 100644 index 0000000..ee88606 --- /dev/null +++ b/src/components/CareerExplorer.js @@ -0,0 +1,367 @@ +import React, { useState, useEffect, useMemo } from 'react'; +import { useLocation } from 'react-router-dom'; + +import CareerSuggestions from './CareerSuggestions.js'; +import CareerPrioritiesModal from './CareerPrioritiesModal.js'; +import CareerModal from './CareerModal.js'; +import CareerSearch from './CareerSearch.js'; +import axios from 'axios'; + +function CareerExplorer({ handleCareerClick, userState, areaTitle }) { + const location = useLocation(); + const apiUrl = process.env.REACT_APP_API_URL || ''; + + const [userProfile, setUserProfile] = useState(null); + const [masterCareerRatings, setMasterCareerRatings] = useState([]); + const [careerList, setCareerList] = useState([]); + const [showModal, setShowModal] = useState(false); + const [careerSuggestions, setCareerSuggestions] = useState([]); + const [careersWithJobZone, setCareersWithJobZone] = useState([]); + const [selectedJobZone, setSelectedJobZone] = useState(''); + const [selectedFit, setSelectedFit] = useState(''); + const [selectedCareer, setSelectedCareer] = useState(null); + const [loading, setLoading] = useState(false); + const [progress, setProgress] = useState(0); + + const jobZoneLabels = { + '1': 'Little or No Preparation', + '2': 'Some Preparation Needed', + '3': 'Medium Preparation Needed', + '4': 'Considerable Preparation Needed', + '5': 'Extensive Preparation Needed', + }; + + const fitLabels = { + Best: 'Best - Very Strong Match', + Great: 'Great - Strong Match', + Good: 'Good - Less Strong Match', + }; + + useEffect(() => { + fetch('/careers_with_ratings.json') + .then((res) => { + if (!res.ok) throw new Error('Failed to fetch ratings JSON'); + return res.json(); + }) + .then((data) => setMasterCareerRatings(data)) + .catch((err) => console.error('Error fetching career ratings:', err)); + }, []); + + const priorities = useMemo(() => { + return userProfile?.career_priorities ? JSON.parse(userProfile.career_priorities) : {}; + }, [userProfile]); + + const priorityKeys = ['interests', 'meaning', 'stability', 'growth', 'balance', 'recognition']; + + const getCareerRatingsBySocCode = (socCode) => { + return masterCareerRatings.find(c => c.soc_code === socCode)?.ratings || {}; + }; + + + const addCareerToList = (career) => { + const masterRatings = getCareerRatingsBySocCode(career.code); + + const fitRatingMap = { + Best: 5, + Great: 4, + Good: 3, + }; + + const interestsRating = priorities.interests === 'I’m not sure yet' + ? parseInt(prompt('Rate your interest in this career (1-5):', '3'), 10) + : fitRatingMap[career.fit] || masterRatings.interests || 3; + + const meaningRating = parseInt(prompt('How meaningful is this career to you? (1-5):', '3'), 10); + + const stabilityRating = career.ratings && career.ratings.stability !== undefined + ? career.ratings.stability + : masterRatings.stability || 3; + + const growthRating = masterRatings.growth || 3; + const balanceRating = masterRatings.balance || 3; + const recognitionRating = masterRatings.recognition || 3; + + const careerWithUserRatings = { + ...career, + ratings: { + interests: interestsRating, + meaning: meaningRating, + stability: stabilityRating, + growth: growthRating, + balance: balanceRating, + recognition: recognitionRating, + }, + }; + + setCareerList((prevList) => { + if (prevList.some((c) => c.code === career.code)) { + alert('Career already in comparison list.'); + return prevList; + } + return [...prevList, careerWithUserRatings]; + }); + }; + + const removeCareerFromList = (careerCode) => { + setCareerList((prevList) => prevList.filter((c) => c.code !== careerCode)); + }; + + useEffect(() => { + const fetchUserProfile = async () => { + try { + const token = localStorage.getItem('token'); + const res = await axios.get(`${apiUrl}/user-profile`, { + headers: { Authorization: `Bearer ${token}` }, + }); + + if (res.status === 200) { + const profileData = res.data; + setUserProfile(profileData); + + const priorities = profileData.career_priorities + ? JSON.parse(profileData.career_priorities) + : {}; + + const allAnswered = ['interests', 'meaning', 'stability', 'growth', 'balance', 'recognition'].every( + (key) => priorities[key] + ); + + if (!allAnswered) { + setShowModal(true); + } + } else { + setShowModal(true); // profile not found, show modal by default + } + } catch (err) { + console.error('Error fetching user profile:', err); + setShowModal(true); // on error, default to showing modal + } + }; + + fetchUserProfile(); + }, [apiUrl]); + + // Load suggestions from Interest Inventory if provided (optional) + useEffect(() => { + if (location.state?.careerSuggestions) { + setCareerSuggestions(location.state.careerSuggestions); + } + }, [location.state]); + + // Fetch Job Zones if suggestions are provided + useEffect(() => { + const fetchJobZones = async () => { + if (!careerSuggestions.length) return; + + const flatSuggestions = careerSuggestions.flat(); + const socCodes = flatSuggestions.map((career) => career.code); + try { + const response = await axios.post(`${apiUrl}/job-zones`, { socCodes }); + const jobZoneData = response.data; + const updatedCareers = flatSuggestions.map((career) => ({ + ...career, + job_zone: jobZoneData[career.code.slice(0, -3)]?.job_zone || null, + })); + setCareersWithJobZone(updatedCareers); + } catch (error) { + console.error('Error fetching job zone information:', error); + } + }; + + fetchJobZones(); + }, [careerSuggestions, apiUrl]); + + // Filtering logic (Job Zone and Fit) + const filteredCareers = useMemo(() => { + return careersWithJobZone.filter((career) => { + const jobZoneMatches = selectedJobZone + ? career.job_zone !== null && + career.job_zone !== undefined && + Number(career.job_zone) === Number(selectedJobZone) + : true; + + const fitMatches = selectedFit ? career.fit === selectedFit : true; + return jobZoneMatches && fitMatches; + }); + }, [careersWithJobZone, selectedJobZone, selectedFit]); + + const priorityWeight = (priority, response) => { + const weightMap = { + interests: { + 'I know my interests (completed inventory)': 5, + 'I’m not sure yet': 1, + }, + meaning: { + 'Yes, very important': 5, + 'Somewhat important': 3, + 'Not as important': 1, + }, + stability: { + 'Very important': 5, + 'Somewhat important': 3, + 'Not as important': 1, + }, + growth: { + 'Yes, very important': 5, + 'Somewhat important': 3, + 'Not as important': 1, + }, + balance: { + 'Yes, very important': 5, + 'Somewhat important': 3, + 'Not as important': 1, + }, + recognition: { + 'Very important': 5, + 'Somewhat important': 3, + 'Not as important': 1, + }, + }; + return weightMap[priority][response] || 1; + }; + + return ( +
+ {showModal && ( + setShowModal(false)} + /> + )} +
+

Explore Careers

+ handleCareerClick(careerObj)} + /> +
+ +

Career Comparison Matrix

+ {careerList.length ? ( + + + + + {priorityKeys.map((priority) => ( + + ))} + + + + + + {careerList.map((career) => { + const ratings = career.ratings || {}; + const interestsRating = ratings.interests || 3; // default to 3 if not rated via InterestInventory + const meaningRating = ratings.meaning || 3; + const stabilityRating = ratings.stability || 3; + const growthRating = ratings.growth || 3; + const balanceRating = ratings.balance || 3; + const recognitionRating = ratings.recognition || 3; + + const userInterestsWeight = priorityWeight('interests', priorities.interests || 'I’m not sure yet'); + const userMeaningWeight = priorityWeight('meaning', priorities.meaning); + const userStabilityWeight = priorityWeight('stability', priorities.stability); + const userGrowthWeight = priorityWeight('growth', priorities.growth); + const userBalanceWeight = priorityWeight('balance', priorities.balance); + const userRecognitionWeight = priorityWeight('recognition', priorities.recognition); + + const totalWeight = + userInterestsWeight + + userMeaningWeight + + userStabilityWeight + + userGrowthWeight + + userBalanceWeight + + userRecognitionWeight; + + const weightedScore = + interestsRating * userInterestsWeight + + meaningRating * userMeaningWeight + + stabilityRating * userStabilityWeight + + growthRating * userGrowthWeight + + balanceRating * userBalanceWeight + + recognitionRating * userRecognitionWeight; + + const matchScore = (weightedScore / (totalWeight * 5)) * 100; + + return ( + + + + + + + + + + + + ); + })} + + +
Career{priority}MatchActions
{career.title}{interestsRating}{meaningRating}{stabilityRating}{growthRating}{balanceRating}{recognitionRating}{matchScore.toFixed(1)}% + +
+ ) :

No careers added to comparison.

} + + +
+ + + +
+ + { + setSelectedCareer(career); + handleCareerClick(career); + }} + setLoading={setLoading} + setProgress={setProgress} + userState={userState} + areaTitle={areaTitle} + /> + + {selectedCareer && ( + setSelectedCareer(null)} + userState={userState} + areaTitle={areaTitle} + userZipcode={userProfile?.zipcode} + addCareerToList={addCareerToList} // <-- explicitly added here + /> + )} + +
+ Career results and details provided by + O*Net, + in partnership with + Bureau of Labor Statistics + and + NCES. +
+
+ ); +} + +export default CareerExplorer; diff --git a/src/components/CareerModal.js b/src/components/CareerModal.js new file mode 100644 index 0000000..535f019 --- /dev/null +++ b/src/components/CareerModal.js @@ -0,0 +1,219 @@ +import React, { useState, useEffect } from 'react'; +import axios from 'axios'; +import { getFullStateName } from '../utils/stateUtils.js'; +import { fetchSchools, clientGeocodeZip, haversineDistance} from '../utils/apiUtils.js'; + +const apiUrl = process.env.REACT_APP_API_URL; + +function CareerModal({ career, userState, areaTitle, userZipcode, closeModal, addCareerToList }) { + const [careerDetails, setCareerDetails] = useState(null); + const [loading, setLoading] = useState(true); + const [error, setError] = useState(null); + + useEffect(() => { + const handleCareerClick = async () => { + const socCode = career.code; + setLoading(true); + setError(null); + + try { + const cipResponse = await fetch(`${apiUrl}/cip/${socCode}`); + if (!cipResponse.ok) throw new Error('Failed to fetch CIP Code'); + const { cipCode } = await cipResponse.json(); + const cleanedCipCode = cipCode.replace('.', '').slice(0, 4); + + const jobDetailsResponse = await fetch(`${apiUrl}/onet/career-description/${socCode}`); + if (!jobDetailsResponse.ok) throw new Error('Failed to fetch job description'); + const { description, tasks } = await jobDetailsResponse.json(); + + const salaryResponse = await axios.get(`${apiUrl}/salary`, { + params: { socCode: socCode.split('.')[0], area: areaTitle }, + }).catch(() => ({ data: {} })); + + const economicResponse = await axios.get(`${apiUrl}/projections/${socCode.split('.')[0]}`, { + params: { state: getFullStateName(userState) }, + }).catch(() => ({ data: {} })); + + const filteredSchools = await fetchSchools(cleanedCipCode, userState); + + let userLat = null, userLng = null; + if (userZipcode) { + try { + const geocodeResult = await clientGeocodeZip(userZipcode); + userLat = geocodeResult.lat; + userLng = geocodeResult.lng; + } catch (err) { + console.warn('Unable to geocode user ZIP.'); + } + } + + const schoolsWithDistance = filteredSchools.map(sch => { + const lat2 = sch.LATITUDE ? parseFloat(sch.LATITUDE) : null; + const lon2 = sch.LONGITUD ? parseFloat(sch.LONGITUD) : null; + + if (userLat && userLng && lat2 && lon2) { + const distMiles = haversineDistance(userLat, userLng, lat2, lon2); + return { ...sch, distance: `${distMiles.toFixed(1)} mi` }; + } + return { ...sch, distance: 'N/A' }; + }); + + + const sData = salaryResponse.data || {}; + const salaryDataPoints = sData && Object.keys(sData).length > 0 ? [ + { percentile: '10th', regionalSalary: sData.regional?.regional_PCT10 || 0, nationalSalary: sData.national?.national_PCT10 || 0 }, + { percentile: '25th', regionalSalary: sData.regional?.regional_PCT25 || 0, nationalSalary: sData.national?.national_PCT25 || 0 }, + { percentile: 'Median', regionalSalary: sData.regional?.regional_MEDIAN || 0, nationalSalary: sData.national?.national_MEDIAN || 0 }, + { percentile: '75th', regionalSalary: sData.regional?.regional_PCT75 || 0, nationalSalary: sData.national?.national_PCT75 || 0 }, + { percentile: '90th', regionalSalary: sData.regional?.regional_PCT90 || 0, nationalSalary: sData.national?.national_PCT90 || 0 }, + ] : []; + + setCareerDetails({ + ...career, + jobDescription: description, + tasks, + economicProjections: economicResponse.data || {}, + salaryData: salaryDataPoints, + schools: schoolsWithDistance, + }); + } catch (error) { + console.error(error); + setError('Failed to load career details.'); + } finally { + setLoading(false); + } + }; + + handleCareerClick(); + }, [career, userState, areaTitle, userZipcode]); + + if (loading) return
Loading...
; + if (error) return
{error}
; + + const calculateStabilityRating = (salaryData) => { + const medianSalaryObj = salaryData.find(s => s.percentile === 'Median'); + const medianSalary = medianSalaryObj?.regionalSalary || medianSalaryObj?.nationalSalary || 0; + + if (medianSalary >= 90000) return 5; + if (medianSalary >= 70000) return 4; + if (medianSalary >= 50000) return 3; + if (medianSalary >= 30000) return 2; + return 1; + }; + + + return ( +
+
+ +
+

{careerDetails.title}

+
+ + + + +
+
+ + {/* Job Description */} +
+

Job Description:

+

{careerDetails.jobDescription}

+
+ + {/* Tasks (full width) */} +
+

Tasks:

+
    + {careerDetails.tasks.map((task, i) => ( +
  • {task}
    • + ))} +
+
+ + {/* Salary and Economic Projections side-by-side */} +
+ {/* Salary Data */} +
+

Salary Data:

+ + + + + + + + + + {careerDetails.salaryData.map((s, i) => ( + + + + + + ))} + +
PercentileRegional SalaryNational Salary
{s.percentile}${s.regionalSalary.toLocaleString()}${s.nationalSalary.toLocaleString()}
+
+ + {/* Economic Projections */} +
+

Economic Projections:

+ + + + + + + + + + + + {careerDetails.economicProjections.state && ( + + + + + + + + )} + {careerDetails.economicProjections.national && ( + + + + + + + + )} + +
RegionCurrent JobsJobs in 10 yrsGrowth %Annual Openings
{careerDetails.economicProjections.state.area}{careerDetails.economicProjections.state.base.toLocaleString()}{careerDetails.economicProjections.state.projection.toLocaleString()}{careerDetails.economicProjections.state.percentChange}%{careerDetails.economicProjections.state.annualOpenings.toLocaleString()}
National{careerDetails.economicProjections.national.base.toLocaleString()}{careerDetails.economicProjections.national.projection.toLocaleString()}{careerDetails.economicProjections.national.percentChange}%{careerDetails.economicProjections.national.annualOpenings.toLocaleString()}
+
+
+
+
+ ); +} + +export default CareerModal; \ No newline at end of file diff --git a/src/components/CareerPrioritiesModal.js b/src/components/CareerPrioritiesModal.js new file mode 100644 index 0000000..d6a781b --- /dev/null +++ b/src/components/CareerPrioritiesModal.js @@ -0,0 +1,113 @@ +import React, { useState, useEffect } from 'react'; +import authFetch from '../utils/authFetch.js'; + +const CareerPrioritiesModal = ({ userProfile, onClose }) => { + const [responses, setResponses] = useState({}); + + useEffect(() => { + if (userProfile?.career_priorities) { + setResponses(JSON.parse(userProfile.career_priorities)); + } + }, [userProfile]); + + const questions = [ + { + id: 'interests', + text: 'What kinds of activities do you naturally enjoy?', + options: ['I know my interests (completed inventory)', 'I’m not sure yet'], + }, + { + id: 'meaning', + text: 'Is it important your job helps others or makes a difference?', + options: ['Yes, very important', 'Somewhat important', 'Not as important'], + }, + { + id: 'stability', + text: 'How important is it that your career pays well?', + options: ['Very important', 'Somewhat important', 'Not as important'], + }, + { + id: 'growth', + text: 'Do you want clear chances to advance and grow professionally?', + options: ['Yes, very important', 'Somewhat important', 'Not as important'], + }, + { + id: 'balance', + text: 'Do you prefer a job with flexible hours and time outside work?', + options: ['Yes, very important', 'Somewhat important', 'Not as important'], + }, + { + id: 'recognition', + text: 'How important is it to have a career that others admire?', + options: ['Very important', 'Somewhat important', 'Not as important'], + }, + ]; + + const handleSave = async () => { + const payload = { + firstName: userProfile.firstname, + lastName: userProfile.lastname, + email: userProfile.email, + zipCode: userProfile.zipcode, + state: userProfile.state, + area: userProfile.area, + careerSituation: userProfile.career_situation || null, + career_priorities: JSON.stringify(responses), + }; + + try { + await authFetch('/api/user-profile', { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify(payload), + }); + + onClose(); + } catch (error) { + console.error('Error saving priorities:', error); + } + }; + + + const allAnswered = questions.every(q => responses[q.id]); + + return ( +
+
+

Tell us what's important to you

+ {questions.map(q => ( +
+ + +
+ ))} +
+ +
+
+
+ ); +}; + +export default CareerPrioritiesModal; diff --git a/src/components/CareerSuggestions.js b/src/components/CareerSuggestions.js index de40687..f59e5c4 100644 --- a/src/components/CareerSuggestions.js +++ b/src/components/CareerSuggestions.js @@ -20,7 +20,7 @@ export function CareerSuggestions({ setLoading(false); return; } - + const token = localStorage.getItem('token'); const checkCareerDataAvailability = async () => { diff --git a/src/components/EducationalPrograms.js b/src/components/EducationalPrograms.js index cd43b5c..3b00c22 100644 --- a/src/components/EducationalPrograms.js +++ b/src/components/EducationalPrograms.js @@ -1,5 +1,5 @@ import React, { useState, useEffect } from 'react'; -import { fetchSchools } from '../utils/apiUtils.ja'; +import { fetchSchools } from '../utils/apiUtils.js'; function EducationalPrograms({ cipCode, userState }) { const [schools, setSchools] = useState([]); diff --git a/src/components/InterestInventory.js b/src/components/InterestInventory.js index 1c9f5be..dc74a4a 100644 --- a/src/components/InterestInventory.js +++ b/src/components/InterestInventory.js @@ -156,7 +156,7 @@ const InterestInventory = () => { const { careers: careerSuggestions, riaSecScores } = data; if (Array.isArray(careerSuggestions) && Array.isArray(riaSecScores)) { - navigate('/dashboard', { state: { careerSuggestions, riaSecScores } }); + navigate('/career-explorer', { state: { careerSuggestions, riaSecScores } }); } else { throw new Error('Invalid data format from the server.'); } diff --git a/src/components/PlanningLanding.js b/src/components/PlanningLanding.js index 8b143f0..57bbdfa 100644 --- a/src/components/PlanningLanding.js +++ b/src/components/PlanningLanding.js @@ -13,31 +13,39 @@ function PlanningLanding() {

Discover career options that match your interests, skills, and potential. - AptivaAI helps you find your ideal career path, provides insights into the educational requirements, + AptivaAI helps you find your ideal career path, provides insights into educational requirements, expected salaries, job market trends, and more.

-
- +
- +
+ +

+ Identify your interests and discover careers aligned with your strengths. +

+
+ +
+ +

+ Research detailed career profiles, job descriptions, salaries, and employment outlooks. +

+
+ +
+ +

+ Find the right educational programs, degrees, and certifications needed to pursue your chosen career. +

+
-
diff --git a/src/utils/PopulateCareerRatings.js b/src/utils/PopulateCareerRatings.js new file mode 100644 index 0000000..df55fb7 --- /dev/null +++ b/src/utils/PopulateCareerRatings.js @@ -0,0 +1,75 @@ +import axios from 'axios'; +import { promises as fs } from 'fs'; + +const careersFile = '../../updated_career_data_final.json'; +const outputFile = '../../careers_with_ratings.json'; + +const onetUsername = 'aptivaai'; +const onetPassword = '2296ahq'; + +// Sleep function for delay between calls +const sleep = (ms) => new Promise(resolve => setTimeout(resolve, ms)); + +// Helper function to convert O*Net numeric scores (0-100) to a 1-5 scale +const mapScoreToScale = (score) => { + if(score >= 80) return 5; + if(score >= 60) return 4; + if(score >= 40) return 3; + if(score >= 20) return 2; + return 1; +}; + +// Fully corrected function to fetch ratings from O*Net API +const fetchCareerRatingsCorrected = async (socCode) => { + try { + const response = await axios.get( + `https://services.onetcenter.org/ws/online/occupations/${socCode}/details`, + { auth: { username: onetUsername, password: onetPassword } } + ); + const data = response.data; + + // Correctly parse the work_values array from O*Net's structure + const workValues = Array.isArray(data.work_values?.element) ? data.work_values.element : []; + + // Correctly parse the bright_outlook boolean from O*Net's structure + const brightOutlook = data.occupation.tags.bright_outlook === true; + + // Extract numerical scores for balance and recognition + const balanceValue = workValues.find(v => v.name === 'Working Conditions')?.score.value || 0; + const recognitionValue = workValues.find(v => v.name === 'Recognition')?.score.value || 0; + + // Return mapped ratings accurately reflecting O*Net data + return { + growth: brightOutlook ? 5 : 1, + balance: mapScoreToScale(balanceValue), + recognition: mapScoreToScale(recognitionValue) + }; + } catch (error) { + console.error(`Error fetching details for ${socCode}:`, error.message); + return { + growth: 1, + balance: 1, + recognition: 1 + }; + } +}; + +// Main function to populate ratings for all careers +const populateRatingsCorrected = async () => { + const careersData = JSON.parse(await fs.readFile(careersFile, 'utf8')); + for (let career of careersData) { + const ratings = await fetchCareerRatingsCorrected(career.soc_code); + if (ratings) { + career.ratings = ratings; + console.log(`Fetched ratings for: ${career.title}`); + } + // Wait for .5 seconds between API calls to avoid hitting API limits + await sleep(500); + } + + await fs.writeFile(outputFile, JSON.stringify(careersData, null, 2)); + console.log(`Ratings populated to: ${outputFile}`); +}; + +// Call the corrected function to populate ratings +populateRatingsCorrected(); diff --git a/src/utils/apiUtils.js b/src/utils/apiUtils.js index e25d131..3ee6016 100644 --- a/src/utils/apiUtils.js +++ b/src/utils/apiUtils.js @@ -17,6 +17,35 @@ export const fetchAreasByState = async (state) => { } }; +export async function clientGeocodeZip(zip) { + const apiKey = process.env.REACT_APP_GOOGLE_MAPS_API_KEY; + const url = `https://maps.googleapis.com/maps/api/geocode/json?address=${encodeURIComponent(zip)}&key=${apiKey}`; + + const resp = await axios.get(url); + if (resp.data.status === 'OK' && resp.data.results && resp.data.results.length > 0) { + return resp.data.results[0].geometry.location; // { lat, lng } + } + throw new Error('Geocoding failed.'); +} + +// utils/apiUtils.js + +export function haversineDistance(lat1, lon1, lat2, lon2) { + const R = 3959; // radius of earth in miles + const toRad = (val) => (val * Math.PI) / 180; + + const dLat = toRad(lat2 - lat1); + const dLon = toRad(lon2 - lon1); + + const a = + Math.sin(dLat / 2) ** 2 + + Math.cos(toRad(lat1)) * + Math.cos(toRad(lat2)) * + Math.sin(dLon / 2) ** 2; + const c = 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a)); + + return R * c; +} // Fetch schools export const fetchSchools = async (cipCode, state = '', level = '', type = '') => { diff --git a/src/utils/handleCareerClick.js b/src/utils/handleCareerClick.js new file mode 100644 index 0000000..eebec6c --- /dev/null +++ b/src/utils/handleCareerClick.js @@ -0,0 +1,158 @@ +// ============= handleCareerClick ============= + const handleCareerClick = useCallback( + async (career) => { + console.log('[handleCareerClick] career =>', career); + const socCode = career.code; + console.log('[handleCareerClick] career.code =>', socCode); + setSelectedCareer(career); + setLoading(true); + setError(null); + setCareerDetails({}); + setSchools([]); + setSalaryData([]); + setEconomicProjections({}); + setTuitionData([]); + + if (!socCode) { + console.error('SOC Code is missing'); + setError('SOC Code is missing'); + return; + } + + try { + // CIP fetch + const cipResponse = await fetch(`${apiUrl}/cip/${socCode}`); + if (!cipResponse.ok) throw new Error('Failed to fetch CIP Code'); + const { cipCode } = await cipResponse.json(); + const cleanedCipCode = cipCode.replace('.', '').slice(0, 4); + + // Job details + const jobDetailsResponse = await fetch(`${apiUrl}/onet/career-description/${socCode}`); + if (!jobDetailsResponse.ok) throw new Error('Failed to fetch job description'); + const { description, tasks } = await jobDetailsResponse.json(); + + // Salary + let salaryResponse; + try { + salaryResponse = await axios.get(`${apiUrl}/salary`, { + params: { socCode: socCode.split('.')[0], area: areaTitle }, + }); + } catch (error) { + salaryResponse = { data: {} }; + } + + const fullName = getFullStateName(userState); + + // Economic + let economicResponse; + try { + economicResponse = await axios.get(`${apiUrl}/projections/${socCode.split('.')[0]}`, { + params: { state: fullName }, // e.g. "Kentucky" + }); + } catch (error) { + economicResponse = { data: {} }; + } + + // Tuition + let tuitionResponse; + try { + tuitionResponse = await axios.get(`${apiUrl}/tuition`, { + params: { cipCode: cleanedCipCode, state: userState }, + }); + } catch (error) { + tuitionResponse = { data: {} }; + } + + // ** FETCH SCHOOLS NORMALLY ** + const filteredSchools = await fetchSchools(cleanedCipCode, userState); + + // ** 1) Geocode user zip once on the client ** + let userLat = null; + let userLng = null; + if (userZipcode) { + try { + const geocodeResult = await clientGeocodeZip(userZipcode); + userLat = geocodeResult.lat; + userLng = geocodeResult.lng; + } catch (err) { + console.warn('Unable to geocode user ZIP, distances will be N/A.'); + } + } + + // ** 2) Compute Haversine distance locally for each school ** + const schoolsWithDistance = filteredSchools.map((sch) => { + // only if we have lat/lon for both user + school + const lat2 = sch.LATITUDE ? parseFloat(sch.LATITUDE) : null; + const lon2 = sch.LONGITUD ? parseFloat(sch.LONGITUD) : null; + + if (userLat && userLng && lat2 && lon2) { + const distMiles = haversineDistance(userLat, userLng, lat2, lon2); + return { + ...sch, + distance: distMiles.toFixed(1) + ' mi', + duration: 'N/A', + }; + } else { + return { + ...sch, + distance: 'N/A', + duration: 'N/A', + }; + } + }); + + // Build salary array + const sData = salaryResponse.data || {}; + const salaryDataPoints = + sData && Object.keys(sData).length > 0 + ? [ + { + percentile: '10th Percentile', + regionalSalary: parseInt(sData.regional?.regional_PCT10, 10) || 0, + nationalSalary: parseInt(sData.national?.national_PCT10, 10) || 0, + }, + { + percentile: '25th Percentile', + regionalSalary: parseInt(sData.regional?.regional_PCT25, 10) || 0, + nationalSalary: parseInt(sData.national?.national_PCT25, 10) || 0, + }, + { + percentile: 'Median', + regionalSalary: parseInt(sData.regional?.regional_MEDIAN, 10) || 0, + nationalSalary: parseInt(sData.national?.national_MEDIAN, 10) || 0, + }, + { + percentile: '75th Percentile', + regionalSalary: parseInt(sData.regional?.regional_PCT75, 10) || 0, + nationalSalary: parseInt(sData.national?.national_PCT75, 10) || 0, + }, + { + percentile: '90th Percentile', + regionalSalary: parseInt(sData.regional?.regional_PCT90, 10) || 0, + nationalSalary: parseInt(sData.national?.national_PCT90, 10) || 0, + }, + ] + : []; + + // Build final details + const updatedCareerDetails = { + ...career, + jobDescription: description, + tasks: tasks, + economicProjections: economicResponse.data || {}, + salaryData: salaryDataPoints, + schools: schoolsWithDistance, + tuitionData: tuitionResponse.data || [], + }; + + setCareerDetails(updatedCareerDetails); + updateChatbotContext({ careerDetails: updatedCareerDetails }); + } catch (error) { + console.error('Error processing career click:', error.message); + setError('Failed to load data'); + } finally { + setLoading(false); + } + }, + [userState, apiUrl, areaTitle, userZipcode, updateChatbotContext] + ); \ No newline at end of file diff --git a/src/utils/stateUtils.js b/src/utils/stateUtils.js new file mode 100644 index 0000000..cd07b5e --- /dev/null +++ b/src/utils/stateUtils.js @@ -0,0 +1,35 @@ +// src/utils/stateUtils.js + +export const STATES = [ + { name: 'Alabama', code: 'AL' }, { name: 'Alaska', code: 'AK' }, + { name: 'Arizona', code: 'AZ' }, { name: 'Arkansas', code: 'AR' }, + { name: 'California', code: 'CA' }, { name: 'Colorado', code: 'CO' }, + { name: 'Connecticut', code: 'CT' }, { name: 'Delaware', code: 'DE' }, + { name: 'District of Columbia', code: 'DC' }, { name: 'Florida', code: 'FL' }, + { name: 'Georgia', code: 'GA' }, { name: 'Hawaii', code: 'HI' }, + { name: 'Idaho', code: 'ID' }, { name: 'Illinois', code: 'IL' }, + { name: 'Indiana', code: 'IN' }, { name: 'Iowa', code: 'IA' }, + { name: 'Kansas', code: 'KS' }, { name: 'Kentucky', code: 'KY' }, + { name: 'Louisiana', code: 'LA' }, { name: 'Maine', code: 'ME' }, + { name: 'Maryland', code: 'MD' }, { name: 'Massachusetts', code: 'MA' }, + { name: 'Michigan', code: 'MI' }, { name: 'Minnesota', code: 'MN' }, + { name: 'Mississippi', code: 'MS' }, { name: 'Missouri', code: 'MO' }, + { name: 'Montana', code: 'MT' }, { name: 'Nebraska', code: 'NE' }, + { name: 'Nevada', code: 'NV' }, { name: 'New Hampshire', code: 'NH' }, + { name: 'New Jersey', code: 'NJ' }, { name: 'New Mexico', code: 'NM' }, + { name: 'New York', code: 'NY' }, { name: 'North Carolina', code: 'NC' }, + { name: 'North Dakota', code: 'ND' }, { name: 'Ohio', code: 'OH' }, + { name: 'Oklahoma', code: 'OK' }, { name: 'Oregon', code: 'OR' }, + { name: 'Pennsylvania', code: 'PA' }, { name: 'Rhode Island', code: 'RI' }, + { name: 'South Carolina', code: 'SC' }, { name: 'South Dakota', code: 'SD' }, + { name: 'Tennessee', code: 'TN' }, { name: 'Texas', code: 'TX' }, + { name: 'Utah', code: 'UT' }, { name: 'Vermont', code: 'VT' }, + { name: 'Virginia', code: 'VA' }, { name: 'Washington', code: 'WA' }, + { name: 'West Virginia', code: 'WV' }, { name: 'Wisconsin', code: 'WI' }, + { name: 'Wyoming', code: 'WY' }, + ]; + +export function getFullStateName(code) { + const found = STATES.find((s) => s.code === code?.toUpperCase()); + return found ? found.name : ''; +} diff --git a/src/utils/testOutputFile.js b/src/utils/testOutputFile.js new file mode 100644 index 0000000..f598003 --- /dev/null +++ b/src/utils/testOutputFile.js @@ -0,0 +1,71 @@ +import axios from 'axios'; +import { promises as fs } from 'fs'; + +const testOutputFile = '../../test_careers_with_ratings.json'; + +const onetUsername = 'aptivaai'; +const onetPassword = '2296ahq'; + +const testSocCodes = [ + '19-4071.00', + '15-1241.00', +]; + +const mapScoreToScale = (score) => { + if(score >= 80) return 5; + if(score >= 60) return 4; + if(score >= 40) return 3; + if(score >= 20) return 2; + return 1; +}; + +const fetchCareerRatingsTest = async (socCode) => { + try { + const response = await axios.get( + `https://services.onetcenter.org/ws/online/occupations/${socCode}/details`, + { auth: { username: onetUsername, password: onetPassword } } + ); + const data = response.data; + + const workValues = Array.isArray(data.work_values?.element) ? data.work_values.element : []; + + const brightOutlook = data.occupation.tags.bright_outlook === true; + + const balanceValue = workValues.find(v => v.name === 'Working Conditions')?.score.value || 0; + const recognitionValue = workValues.find(v => v.name === 'Recognition')?.score.value || 0; + + return { + soc_code: socCode, + title: data.occupation.title, + ratings: { + growth: brightOutlook ? 5 : 1, + balance: mapScoreToScale(balanceValue), + recognition: mapScoreToScale(recognitionValue) + } + }; + } catch (error) { + console.error(`Error fetching details for ${socCode}:`, error.message); + return { + soc_code, + title: "Fetch Error", + ratings: { growth: 1, balance: 1, recognition: 1 } + }; + } +}; + +const runQuickTest = async () => { + const results = []; + + for (const socCode of testSocCodes) { + const careerData = await fetchCareerRatingsTest(socCode); + if (careerData) { + results.push(careerData); + console.log(`Fetched ratings for: ${careerData.title}`); + } + } + + await fs.writeFile(testOutputFile, JSON.stringify(results, null, 2)); + console.log(`Test ratings populated to: ${testOutputFile}`); +}; + +runQuickTest(); diff --git a/test_careers_with_ratings.json b/test_careers_with_ratings.json new file mode 100644 index 0000000..145d3ce --- /dev/null +++ b/test_careers_with_ratings.json @@ -0,0 +1,20 @@ +[ + { + "soc_code": "19-4071.00", + "title": "Forest and Conservation Technicians", + "ratings": { + "growth": 1, + "balance": 3, + "recognition": 2 + } + }, + { + "soc_code": "15-1241.00", + "title": "Computer Network Architects", + "ratings": { + "growth": 5, + "balance": 4, + "recognition": 3 + } + } +] \ No newline at end of file diff --git a/updated_career_data_final.json b/updated_career_data_final.json new file mode 100644 index 0000000..1c5cbaf --- /dev/null +++ b/updated_career_data_final.json @@ -0,0 +1,32531 @@ +[ + { + "soc_code": "15-1299.07", + "title": "Blockchain Engineers", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1241.00", + "title": "Computer Network Architects", + "cip_codes": [ + 11.0101, + 11.0101, + 11.0101, + 11.0101, + 11.0103, + 11.0103, + 11.0401, + 11.0501, + 11.0501, + 11.0701, + 11.0802, + 11.0802, + 11.0901, + 11.0902, + 11.0902, + 11.1001, + 11.1001, + 11.1003, + 11.1003, + 11.1003, + 11.1003, + 14.0901, + 14.0901, + 14.0903, + 14.0999, + 14.2701, + 30.7001, + 30.7099, + 52.1201 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1299.00", + "title": "Computer Occupations, All Other", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "25-1021.00", + "title": "Computer Science Teachers, Postsecondary", + "cip_codes": [ + 11.0101, + 11.0102, + 11.0199, + 11.0201, + 11.0401, + 11.0501, + 11.0701, + 11.0804, + 11.0901, + 11.0902, + 13.1311, + 13.1321, + 26.1102, + 27.0101, + 27.0102, + 27.0103, + 27.0104, + 27.0105, + 27.0199, + 27.0301, + 27.0304, + 27.0305, + 27.0306, + 27.0399, + 27.0501, + 27.0502, + 27.0503, + 27.0599, + 27.0601, + 27.9999, + 30.0801, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 30.3901, + 30.4801, + 30.5001, + 38.0102, + 52.1201, + 52.1206, + 52.1207, + 52.1299, + 52.1302 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1211.00", + "title": "Computer Systems Analysts", + "cip_codes": [ + 11.0101, + 11.0103, + 11.0103, + 11.0501, + 11.0701, + 11.0901, + 11.0901, + 11.1001, + 11.1002, + 11.1003, + 11.1005, + 43.0403, + 51.0723 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1299.08", + "title": "Computer Systems Engineers/Architects", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1221.00", + "title": "Computer and Information Research Scientists", + "cip_codes": [ + 11.0101, + 11.0102, + 11.0103, + 11.0104, + 11.0199, + 11.0401, + 11.0701, + 11.0804, + 11.0902, + 26.1103, + 30.3101, + 30.7001, + 30.7099, + 40.0512, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "11-3021.00", + "title": "Computer and Information Systems Managers", + "cip_codes": [ + 11.0101, + 11.0103, + 11.0401, + 11.0701, + 11.0802, + 11.0901, + 11.1001, + 11.1002, + 11.1003, + 11.1005, + 30.0801, + 30.1601, + 30.3101, + 30.3901, + 30.7001, + 52.0205, + 52.1201, + 52.1206, + 52.1207, + 52.1299, + 52.2101 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1243.01", + "title": "Data Warehousing Specialists", + "cip_codes": [ + 11.0101, + 11.0101, + 11.0101, + 11.0101, + 11.0103, + 11.0103, + 11.0401, + 11.0501, + 11.0501, + 11.0701, + 11.0802, + 11.0802, + 11.0901, + 11.0902, + 11.0902, + 11.1001, + 11.1001, + 11.1003, + 11.1003, + 11.1003, + 11.1003, + 14.0901, + 14.0901, + 14.0903, + 14.0999, + 14.2701, + 30.7001, + 30.7099, + 52.1201 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1242.00", + "title": "Database Administrators", + "cip_codes": [ + 11.0101, + 11.0101, + 11.0101, + 11.0101, + 11.0103, + 11.0103, + 11.0401, + 11.0501, + 11.0501, + 11.0701, + 11.0802, + 11.0802, + 11.0901, + 11.0902, + 11.0902, + 11.1001, + 11.1001, + 11.1003, + 11.1003, + 11.1003, + 11.1003, + 14.0901, + 14.0901, + 14.0903, + 14.0999, + 14.2701, + 30.7001, + 30.7099, + 52.1201 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1243.00", + "title": "Database Architects", + "cip_codes": [ + 11.0101, + 11.0101, + 11.0101, + 11.0101, + 11.0103, + 11.0103, + 11.0401, + 11.0501, + 11.0501, + 11.0701, + 11.0802, + 11.0802, + 11.0901, + 11.0902, + 11.0902, + 11.1001, + 11.1001, + 11.1003, + 11.1003, + 11.1003, + 11.1003, + 14.0901, + 14.0901, + 14.0903, + 14.0999, + 14.2701, + 30.7001, + 30.7099, + 52.1201 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1299.06", + "title": "Digital Forensics Analysts", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1299.03", + "title": "Document Management Specialists", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1299.02", + "title": "Geographic Information Systems Technologists and Technicians", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1211.01", + "title": "Health Informatics Specialists", + "cip_codes": [ + 11.0101, + 11.0103, + 11.0103, + 11.0501, + 11.0701, + 11.0901, + 11.0901, + 11.1001, + 11.1002, + 11.1003, + 11.1005, + 43.0403, + 51.0723 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1299.05", + "title": "Information Security Engineers", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1299.09", + "title": "Information Technology Project Managers", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1244.00", + "title": "Network and Computer Systems Administrators", + "cip_codes": [ + 11.0101, + 11.0101, + 11.0101, + 11.0101, + 11.0103, + 11.0103, + 11.0401, + 11.0501, + 11.0501, + 11.0701, + 11.0802, + 11.0802, + 11.0901, + 11.0902, + 11.0902, + 11.1001, + 11.1001, + 11.1003, + 11.1003, + 11.1003, + 11.1003, + 14.0901, + 14.0901, + 14.0903, + 14.0999, + 14.2701, + 30.7001, + 30.7099, + 52.1201 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1299.04", + "title": "Penetration Testers", + "cip_codes": [ + 11.0101, + 11.0301, + 11.0401, + 11.0701, + 11.1005, + 26.1103, + 26.1104, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 40.0512, + 43.0403, + 51.2706 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1253.00", + "title": "Software Quality Assurance Analysts and Testers", + "cip_codes": [ + 9.0702, + 11.0101, + 11.0101, + 11.0102, + 11.0103, + 11.0103, + 11.0104, + 11.0104, + 11.0104, + 11.0105, + 11.0201, + 11.0201, + 11.0201, + 11.0201, + 11.0201, + 11.0202, + 11.0202, + 11.0202, + 11.0203, + 11.0203, + 11.0203, + 11.0204, + 11.0204, + 11.0204, + 11.0205, + 11.0205, + 11.0205, + 11.0299, + 11.0401, + 11.0401, + 11.0501, + 11.0701, + 11.0701, + 11.0701, + 11.0701, + 11.0701, + 11.0801, + 11.0801, + 11.0803, + 11.0804, + 11.0804, + 11.0902, + 11.0902, + 11.1004, + 11.1004, + 14.0901, + 14.0901, + 14.0903, + 14.0903, + 15.1201, + 15.1202, + 15.1204, + 15.1204, + 15.1204, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 30.3901, + 30.4801, + 30.7001, + 30.7101, + 30.7103, + 30.7199, + 50.0401, + 50.0409, + 51.0709, + 52.1201, + 52.1404 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1241.01", + "title": "Telecommunications Engineering Specialists", + "cip_codes": [ + 11.0101, + 11.0101, + 11.0101, + 11.0101, + 11.0103, + 11.0103, + 11.0401, + 11.0501, + 11.0501, + 11.0701, + 11.0802, + 11.0802, + 11.0901, + 11.0902, + 11.0902, + 11.1001, + 11.1001, + 11.1003, + 11.1003, + 11.1003, + 11.1003, + 14.0901, + 14.0901, + 14.0903, + 14.0999, + 14.2701, + 30.7001, + 30.7099, + 52.1201 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1255.01", + "title": "Video Game Designers", + "cip_codes": [ + 9.0702, + 11.0101, + 11.0101, + 11.0102, + 11.0103, + 11.0103, + 11.0104, + 11.0104, + 11.0104, + 11.0105, + 11.0201, + 11.0201, + 11.0201, + 11.0201, + 11.0201, + 11.0202, + 11.0202, + 11.0202, + 11.0203, + 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+ "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-1255.00", + "title": "Web and Digital Interface Designers", + "cip_codes": [ + 9.0702, + 11.0101, + 11.0101, + 11.0102, + 11.0103, + 11.0103, + 11.0104, + 11.0104, + 11.0104, + 11.0105, + 11.0201, + 11.0201, + 11.0201, + 11.0201, + 11.0201, + 11.0202, + 11.0202, + 11.0202, + 11.0203, + 11.0203, + 11.0203, + 11.0204, + 11.0204, + 11.0204, + 11.0205, + 11.0205, + 11.0205, + 11.0299, + 11.0401, + 11.0401, + 11.0501, + 11.0701, + 11.0701, + 11.0701, + 11.0701, + 11.0701, + 11.0801, + 11.0801, + 11.0803, + 11.0804, + 11.0804, + 11.0902, + 11.0902, + 11.1004, + 11.1004, + 14.0901, + 14.0901, + 14.0903, + 14.0903, + 15.1201, + 15.1202, + 15.1204, + 15.1204, + 15.1204, + 30.0801, + 30.1601, + 30.3001, + 30.3101, + 30.3901, + 30.4801, + 30.7001, + 30.7101, + 30.7103, + 30.7199, + 50.0401, + 50.0409, + 51.0709, + 52.1201, + 52.1404 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-2051.01", + "title": "Business Intelligence Analysts", + "cip_codes": [ + 11.0102, + 11.0103, + 11.0701, + 11.0802, + 11.0804, + 26.1103, + 26.1104, + 26.1199, + 27.0101, + 27.0301, + 27.0303, + 27.0304, + 27.0305, + 27.0306, + 27.0399, + 27.0501, + 27.0502, + 27.0503, + 27.0601, + 27.9999, + 30.0801, + 30.3001, + 30.3901, + 30.4801, + 30.7001, + 30.7099, + 30.7101, + 30.7102, + 30.7103, + 30.7104, + 30.7199, + 40.0512, + 45.0603, + 52.1301, + 52.1302 + ], + "limited_data": false, + "ratings": { + "stability": null, + "growth": null, + "balance": null, + "recognition": null + } + }, + { + "soc_code": "15-2051.02", + "title": "Clinical Data Managers", + "cip_codes": [ + 11.0102, + 11.0103, + 11.0701, + 11.0802, + 11.0804, + 26.1103, + 26.1104, + 26.1199, + 27.0101, + 27.0301, + 27.0303, + 27.0304, + 27.0305, + 27.0306, + 27.0399, + 27.0501, + 27.0502, + 27.0503, + 27.0601, + 27.9999, + 30.0801, + 30.3001, + 30.3901, + 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