Halfway through adding AI Risk Analysis. GPT has completely forgotten what we're doing.
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@ -157,6 +157,47 @@ try {
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console.error('Error reading economicproj.json:', err);
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}
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//AI At Risk helpers
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async function getRiskAnalysisFromDB(socCode) {
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const row = await userProfileDb.get(
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`SELECT * FROM ai_risk_analysis WHERE soc_code = ?`,
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[socCode]
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);
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return row || null;
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}
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// Helper to upsert a row
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async function storeRiskAnalysisInDB({
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socCode,
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careerName,
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jobDescription,
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tasks,
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riskLevel,
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reasoning,
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}) {
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// We'll use INSERT OR REPLACE so that if a row with the same soc_code
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// already exists, it gets replaced (acts like an upsert).
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const sql = `
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INSERT OR REPLACE INTO ai_risk_analysis (
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soc_code,
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career_name,
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job_description,
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tasks,
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risk_level,
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reasoning,
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created_at
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) VALUES (?, ?, ?, ?, ?, ?, CURRENT_TIMESTAMP)
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`;
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await userProfileDb.run(sql, [
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socCode,
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careerName || '',
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jobDescription || '',
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tasks || '',
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riskLevel || '',
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reasoning || '',
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]);
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}
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/**************************************************
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* O*Net routes, CIP routes, distance routes, etc.
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**************************************************/
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@ -735,6 +776,68 @@ app.get('/api/user-profile/:id', (req, res) => {
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});
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});
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/***************************************************
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* AI RISK ASSESSMENT ENDPOINT READ
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****************************************************/
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app.get('/api/ai-risk/:socCode', async (req, res) => {
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const { socCode } = req.params;
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try {
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const row = await getRiskAnalysisFromDB(socCode);
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if (!row) {
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return res.status(404).json({ error: 'Not found' });
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}
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// Return full data or partial, up to you:
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res.json({
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socCode: row.soc_code,
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careerName: row.career_name,
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jobDescription: row.job_description,
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tasks: row.tasks,
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riskLevel: row.risk_level,
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reasoning: row.reasoning,
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created_at: row.created_at,
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});
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} catch (err) {
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console.error('Error fetching AI risk:', err);
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res.status(500).json({ error: 'Internal server error' });
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}
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});
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/***************************************************
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* AI RISK ASSESSMENT ENDPOINT WRITE
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****************************************************/
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app.post('/api/ai-risk', async (req, res) => {
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try {
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const {
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socCode,
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careerName,
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jobDescription,
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tasks,
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riskLevel,
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reasoning,
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} = req.body;
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if (!socCode) {
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return res.status(400).json({ error: 'socCode is required' });
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}
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// Store / upsert row
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await storeRiskAnalysisInDB({
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socCode,
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careerName,
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jobDescription,
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tasks,
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riskLevel,
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reasoning,
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});
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res.status(201).json({ message: 'AI Risk Analysis stored successfully' });
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} catch (err) {
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console.error('Error storing AI risk data:', err);
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res.status(500).json({ error: 'Failed to store AI risk data.' });
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}
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});
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/**************************************************
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* Start the Express server
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**************************************************/
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@ -584,6 +584,92 @@ app.post('/api/premium/milestone/convert-ai', authenticatePremiumUser, async (re
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}
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});
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/***************************************************
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AI CAREER RISK ANALYSIS ENDPOINT
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****************************************************/
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// server3.js
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app.post('/api/premium/ai-risk-analysis', authenticatePremiumUser, async (req, res) => {
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try {
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const {
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socCode,
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careerName,
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jobDescription,
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tasks = []
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} = req.body;
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if (!socCode) {
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return res.status(400).json({ error: 'socCode is required.' });
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}
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// 1) Check if we already have it
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const cached = await getCachedRiskAnalysis(socCode);
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if (cached) {
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return res.json({
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socCode: cached.soc_code,
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careerName: cached.career_name,
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jobDescription: cached.job_description,
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tasks: cached.tasks ? JSON.parse(cached.tasks) : [],
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riskLevel: cached.risk_level,
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reasoning: cached.reasoning
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});
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}
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// 2) If missing, call GPT-3.5 to generate analysis
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const prompt = `
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The user has a career named: ${careerName}
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Description: ${jobDescription}
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Tasks: ${tasks.join('; ')}
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Provide AI automation risk analysis for the next 10 years.
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Return JSON in exactly this format:
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{
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"riskLevel": "Low|Moderate|High",
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"reasoning": "Short explanation (< 50 words)."
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}
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`;
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const completion = await openai.chat.completions.create({
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model: 'gpt-3.5-turbo',
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messages: [{ role: 'user', content: prompt }],
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temperature: 0.3,
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max_tokens: 200,
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});
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const aiText = completion?.choices?.[0]?.message?.content?.trim() || '';
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let parsed;
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try {
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parsed = JSON.parse(aiText);
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} catch (err) {
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console.error('Error parsing AI JSON:', err);
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return res.status(500).json({ error: 'Invalid AI JSON response.' });
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}
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const { riskLevel, reasoning } = parsed;
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// 3) Store in DB
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await cacheRiskAnalysis({
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socCode,
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careerName,
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jobDescription,
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tasks,
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riskLevel,
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reasoning
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});
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// 4) Return the new analysis
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res.json({
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socCode,
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careerName,
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jobDescription,
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tasks,
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riskLevel,
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reasoning
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});
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} catch (err) {
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console.error('Error in /api/premium/ai-risk-analysis:', err);
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res.status(500).json({ error: 'Failed to generate AI risk analysis.' });
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}
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});
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/* ------------------------------------------------------------------
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MILESTONE ENDPOINTS
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@ -4,11 +4,40 @@ import axios from 'axios';
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const apiUrl = process.env.REACT_APP_API_URL;
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function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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const [error, setError] = useState(null);
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const [aiRisk, setAiRisk] = useState(null); // <-- store AI risk data
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const [loadingRisk, setLoadingRisk] = useState(false);
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console.log('CareerModal props:', { career, careerDetails});
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// Fetch AI risk whenever we have a valid SOC code from `career.code`
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useEffect(() => {
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if (!career?.code) return;
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// e.g. "15-1231.00" => strip down to "15-1231" if needed
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const strippedSoc = career.code.split('.')[0];
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setLoadingRisk(true);
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axios
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.get(`${apiUrl}/ai-risk/${strippedSoc}`)
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.then((res) => {
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setAiRisk(res.data);
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})
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.catch((err) => {
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if (err?.response?.status === 404) {
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// no AI risk data
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setAiRisk(null);
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} else {
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console.error('Error fetching AI risk:', err);
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setError('Failed to load AI risk analysis.');
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}
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})
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.finally(() => {
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setLoadingRisk(false);
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});
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}, [career, apiUrl]);
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console.log('CareerModal props:', { career, careerDetails, aiRisk });
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// Handle your normal careerDetails loading logic
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if (careerDetails?.error) {
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return (
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<div className="fixed inset-0 bg-gray-900 bg-opacity-70 flex justify-center items-center z-50">
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@ -23,19 +52,22 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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}
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if (!careerDetails?.salaryData) {
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return (
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<div className="fixed inset-0 bg-gray-900 bg-opacity-70 flex justify-center items-center z-50">
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<div className="bg-white rounded-lg shadow-lg p-6">
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<p className="text-lg text-gray-700">Loading career details...</p>
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return (
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<div className="fixed inset-0 bg-gray-900 bg-opacity-70 flex justify-center items-center z-50">
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<div className="bg-white rounded-lg shadow-lg p-6">
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<p className="text-lg text-gray-700">Loading career details...</p>
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</div>
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</div>
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</div>
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);
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}
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if (error) return <div>{error}</div>;
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);
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}
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if (error) return <div>{error}</div>;
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// Helper for "stability" rating
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const calculateStabilityRating = (salaryData) => {
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const medianSalaryObj = salaryData.find(s => s.percentile === 'Median');
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const medianSalary = medianSalaryObj?.regionalSalary || medianSalaryObj?.nationalSalary || 0;
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const medianSalaryObj = salaryData.find((s) => s.percentile === 'Median');
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const medianSalary =
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medianSalaryObj?.regionalSalary || medianSalaryObj?.nationalSalary || 0;
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if (medianSalary >= 90000) return 5;
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if (medianSalary >= 70000) return 4;
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@ -44,29 +76,50 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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return 1;
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};
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return (
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<div className="fixed inset-0 bg-gray-900 bg-opacity-70 flex justify-center items-center overflow-auto z-50">
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<div className="bg-white rounded-lg shadow-lg w-full max-w-5xl p-6 m-4 max-h-[90vh] overflow-y-auto">
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<div className="flex justify-between items-center mb-4 pb-2 border-b">
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<h2 className="text-2xl font-bold text-blue-600">{careerDetails.title}</h2>
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<div className="flex gap-2">
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<button
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onClick={() => {
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const stabilityRating = calculateStabilityRating(careerDetails.salaryData);
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addCareerToList({
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...careerDetails,
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ratings: {
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stability: stabilityRating
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}
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});
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}}
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className="text-white bg-green-500 hover:bg-green-600 rounded px-3 py-1"
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>
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Add to Comparison
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</button>
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{/* Title row */}
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<div className="flex justify-between items-center mb-4 pb-2 border-b">
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<div>
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<h2 className="text-2xl font-bold text-blue-600">
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{careerDetails.title}
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</h2>
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{/* AI RISK SECTION */}
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{loadingRisk ? (
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<p className="text-sm text-gray-500 mt-1">Loading AI risk...</p>
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) : aiRisk ? (
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<div className="text-sm text-gray-500 mt-1">
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<strong>AI Risk Level:</strong> {aiRisk.riskLevel}
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<br />
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<span>{aiRisk.reasoning}</span>
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</div>
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) : (
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<p className="text-sm text-gray-500 mt-1">
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No AI risk data available
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</p>
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)}
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</div>
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{/* Buttons */}
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<div className="flex gap-2">
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<button
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onClick={() => {
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const stabilityRating = calculateStabilityRating(
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careerDetails.salaryData
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);
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addCareerToList({
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...careerDetails,
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ratings: {
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stability: stabilityRating,
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},
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});
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}}
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className="text-white bg-green-500 hover:bg-green-600 rounded px-3 py-1"
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>
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Add to Comparison
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</button>
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<button
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onClick={closeModal}
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@ -83,7 +136,7 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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<p className="text-gray-700">{careerDetails.jobDescription}</p>
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</div>
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{/* Tasks (full width) */}
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{/* Tasks */}
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<div className="mb-4 border-t pt-3">
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<h3 className="text-lg font-semibold mb-2">Tasks:</h3>
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<ul className="list-disc pl-5 space-y-1">
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@ -93,7 +146,7 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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</ul>
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</div>
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{/* Salary and Economic Projections side-by-side */}
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{/* Salary & Projections side-by-side */}
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<div className="flex flex-col md:flex-row gap-4 border-t pt-3">
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{/* Salary Data */}
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<div className="md:w-1/2 overflow-x-auto">
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@ -110,8 +163,12 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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{careerDetails.salaryData.map((s, i) => (
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<tr key={i}>
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<td className="px-3 py-2 border-b">{s.percentile}</td>
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<td className="px-3 py-2 border-b">${s.regionalSalary.toLocaleString()}</td>
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<td className="px-3 py-2 border-b">${s.nationalSalary.toLocaleString()}</td>
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<td className="px-3 py-2 border-b">
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${s.regionalSalary.toLocaleString()}
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</td>
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<td className="px-3 py-2 border-b">
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${s.nationalSalary.toLocaleString()}
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</td>
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</tr>
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))}
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</tbody>
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@ -121,27 +178,25 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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{/* Economic Projections */}
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<div className="md:w-1/2 overflow-x-auto">
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<h3 className="text-lg font-semibold mb-2">Economic Projections</h3>
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<table className="w-full text-left border border-gray-300 rounded">
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<thead className="bg-gray-100">
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<tr>
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<th className="px-3 py-2 border-b"></th>
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{/* If we have state data, show a column for it */}
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{careerDetails.economicProjections.state && (
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<th className="px-3 py-2 border-b">
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{careerDetails.economicProjections.state.area}
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</th>
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)}
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{/* If we have national data, show a column for it */}
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{careerDetails.economicProjections.national && (
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<th className="px-3 py-2 border-b">National</th>
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)}
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</tr>
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</thead>
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<tbody>
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{/* Row for Current Jobs */}
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<tr>
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<td className="px-3 py-2 border-b font-semibold">Current Jobs</td>
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<td className="px-3 py-2 border-b font-semibold">
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Current Jobs
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</td>
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{careerDetails.economicProjections.state && (
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<td className="px-3 py-2 border-b">
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{careerDetails.economicProjections.state.base.toLocaleString()}
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@ -153,10 +208,10 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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</td>
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)}
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</tr>
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{/* Row for Jobs in 10 yrs */}
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<tr>
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<td className="px-3 py-2 border-b font-semibold">Jobs in 10 yrs</td>
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<td className="px-3 py-2 border-b font-semibold">
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Jobs in 10 yrs
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</td>
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{careerDetails.economicProjections.state && (
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<td className="px-3 py-2 border-b">
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{careerDetails.economicProjections.state.projection.toLocaleString()}
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@ -168,8 +223,6 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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</td>
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)}
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</tr>
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{/* Row for Growth % */}
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<tr>
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<td className="px-3 py-2 border-b font-semibold">Growth %</td>
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{careerDetails.economicProjections.state && (
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@ -183,10 +236,10 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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</td>
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)}
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</tr>
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{/* Row for Annual Openings */}
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<tr>
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<td className="px-3 py-2 border-b font-semibold">Annual Openings</td>
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<td className="px-3 py-2 border-b font-semibold">
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Annual Openings
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</td>
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{careerDetails.economicProjections.state && (
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<td className="px-3 py-2 border-b">
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{careerDetails.economicProjections.state.annualOpenings.toLocaleString()}
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@ -201,7 +254,6 @@ function CareerModal({ career, careerDetails, closeModal, addCareerToList }) {
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</tbody>
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</table>
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</div>
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</div>
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</div>
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</div>
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