feat: Add curated expert occupations with local data sources
- Add curated occupations seed files (210 entries in zh/en) with specific domains - Add DBpedia occupations data (2164 entries) for external source option - Refactor expert_source_service to read from local JSON files - Improve keyword generation prompts to leverage expert domain context - Add architecture analysis documentation (ARCHITECTURE_ANALYSIS.md) - Fix expert source selection bug (proper handling of empty custom_experts) - Update frontend to support curated/dbpedia/wikidata expert sources Key changes: - backend/app/data/: Local occupation data files - backend/app/services/expert_source_service.py: Simplified local file reading - backend/app/prompts/expert_transformation_prompt.py: Better domain-aware prompts - Removed expert_cache.py (no longer needed with local files) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
9
backend/app/data/conceptnet_occupations_en.json
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backend/app/data/conceptnet_occupations_en.json
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{
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"metadata": {
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"source": "conceptnet",
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"language": "en",
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"fetched_at": "2025-12-04T07:26:30.695936+00:00",
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"total_count": 0
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},
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"occupations": []
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}
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9
backend/app/data/conceptnet_occupations_zh.json
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backend/app/data/conceptnet_occupations_zh.json
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{
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"metadata": {
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"source": "conceptnet",
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"language": "zh",
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"fetched_at": "2025-12-04T07:26:26.994914+00:00",
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"total_count": 0
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},
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"occupations": []
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}
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216
backend/app/data/curated_occupations_en.json
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backend/app/data/curated_occupations_en.json
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{
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"metadata": {
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"source": "curated",
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"language": "en",
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"created_at": "2025-12-04",
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"total_count": 210,
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"description": "Curated common professional occupations with specific domains"
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},
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"occupations": [
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{"name": "Surgeon", "domain": "Healthcare"},
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{"name": "Internist", "domain": "Healthcare"},
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{"name": "Dentist", "domain": "Healthcare"},
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{"name": "Ophthalmologist", "domain": "Healthcare"},
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{"name": "Psychiatrist", "domain": "Healthcare"},
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{"name": "Pediatrician", "domain": "Healthcare"},
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{"name": "Nurse", "domain": "Healthcare"},
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{"name": "Pharmacist", "domain": "Healthcare"},
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{"name": "Clinical Psychologist", "domain": "Healthcare"},
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{"name": "Physical Therapist", "domain": "Healthcare"},
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{"name": "Occupational Therapist", "domain": "Healthcare"},
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{"name": "Nutritionist", "domain": "Healthcare"},
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{"name": "Traditional Chinese Medicine Doctor", "domain": "Healthcare"},
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{"name": "Veterinarian", "domain": "Healthcare"},
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{"name": "Software Engineer", "domain": "Information Technology"},
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{"name": "Frontend Developer", "domain": "Information Technology"},
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{"name": "Backend Developer", "domain": "Information Technology"},
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{"name": "Data Scientist", "domain": "Information Technology"},
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{"name": "Data Engineer", "domain": "Information Technology"},
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{"name": "Machine Learning Engineer", "domain": "Information Technology"},
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{"name": "Cybersecurity Engineer", "domain": "Information Technology"},
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{"name": "DevOps Engineer", "domain": "Information Technology"},
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{"name": "UI Designer", "domain": "Information Technology"},
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{"name": "UX Designer", "domain": "Information Technology"},
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{"name": "Product Manager", "domain": "Information Technology"},
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{"name": "Systems Analyst", "domain": "Information Technology"},
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{"name": "Network Engineer", "domain": "Information Technology"},
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{"name": "Cloud Architect", "domain": "Information Technology"},
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{"name": "Accountant", "domain": "Finance & Business"},
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{"name": "Financial Analyst", "domain": "Finance & Business"},
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{"name": "Investment Manager", "domain": "Finance & Business"},
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{"name": "Risk Manager", "domain": "Finance & Business"},
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{"name": "Actuary", "domain": "Finance & Business"},
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{"name": "Bank Manager", "domain": "Finance & Business"},
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{"name": "Securities Analyst", "domain": "Finance & Business"},
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{"name": "Tax Consultant", "domain": "Finance & Business"},
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{"name": "Business Consultant", "domain": "Finance & Business"},
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{"name": "HR Manager", "domain": "Finance & Business"},
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{"name": "Marketing Manager", "domain": "Finance & Business"},
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{"name": "Sales Manager", "domain": "Finance & Business"},
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{"name": "Procurement Manager", "domain": "Finance & Business"},
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{"name": "Entrepreneur", "domain": "Finance & Business"},
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{"name": "Lawyer", "domain": "Law & Policy"},
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{"name": "Judge", "domain": "Law & Policy"},
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{"name": "Prosecutor", "domain": "Law & Policy"},
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{"name": "Notary", "domain": "Law & Policy"},
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{"name": "Legal Counsel", "domain": "Law & Policy"},
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{"name": "IP Attorney", "domain": "Law & Policy"},
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{"name": "Policy Analyst", "domain": "Law & Policy"},
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{"name": "Diplomat", "domain": "Law & Policy"},
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{"name": "Civil Servant", "domain": "Law & Policy"},
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{"name": "Legislator", "domain": "Law & Policy"},
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{"name": "Mediator", "domain": "Law & Policy"},
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{"name": "Legal Scholar", "domain": "Law & Policy"},
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{"name": "University Professor", "domain": "Education & Academia"},
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{"name": "High School Teacher", "domain": "Education & Academia"},
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{"name": "Middle School Teacher", "domain": "Education & Academia"},
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{"name": "Elementary School Teacher", "domain": "Education & Academia"},
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{"name": "Preschool Teacher", "domain": "Education & Academia"},
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{"name": "Special Education Teacher", "domain": "Education & Academia"},
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{"name": "Tutor", "domain": "Education & Academia"},
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{"name": "Researcher", "domain": "Education & Academia"},
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{"name": "Librarian", "domain": "Education & Academia"},
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{"name": "Education Administrator", "domain": "Education & Academia"},
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{"name": "Academic Editor", "domain": "Education & Academia"},
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{"name": "Education Consultant", "domain": "Education & Academia"},
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{"name": "Speech Therapist", "domain": "Education & Academia"},
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{"name": "Painter", "domain": "Arts & Creativity"},
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{"name": "Sculptor", "domain": "Arts & Creativity"},
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{"name": "Musician", "domain": "Arts & Creativity"},
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{"name": "Composer", "domain": "Arts & Creativity"},
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{"name": "Conductor", "domain": "Arts & Creativity"},
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{"name": "Dancer", "domain": "Arts & Creativity"},
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{"name": "Actor", "domain": "Arts & Creativity"},
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{"name": "Film Director", "domain": "Arts & Creativity"},
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{"name": "Screenwriter", "domain": "Arts & Creativity"},
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{"name": "Photographer", "domain": "Arts & Creativity"},
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{"name": "Illustrator", "domain": "Arts & Creativity"},
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{"name": "Animator", "domain": "Arts & Creativity"},
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{"name": "Graphic Designer", "domain": "Arts & Creativity"},
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{"name": "Fashion Designer", "domain": "Arts & Creativity"},
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{"name": "Jewelry Designer", "domain": "Arts & Creativity"},
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{"name": "Mechanical Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Electrical Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Electronics Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Chemical Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Materials Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Industrial Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Automation Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Quality Control Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Process Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "R&D Engineer", "domain": "Engineering & Manufacturing"},
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{"name": "Production Manager", "domain": "Engineering & Manufacturing"},
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{"name": "Factory Manager", "domain": "Engineering & Manufacturing"},
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{"name": "Technician", "domain": "Engineering & Manufacturing"},
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{"name": "Architect", "domain": "Architecture & Space"},
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{"name": "Interior Designer", "domain": "Architecture & Space"},
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{"name": "Landscape Designer", "domain": "Architecture & Space"},
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{"name": "Urban Planner", "domain": "Architecture & Space"},
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{"name": "Structural Engineer", "domain": "Architecture & Space"},
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{"name": "Civil Engineer", "domain": "Architecture & Space"},
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{"name": "Construction Engineer", "domain": "Architecture & Space"},
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{"name": "Site Supervisor", "domain": "Architecture & Space"},
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{"name": "Surveyor", "domain": "Architecture & Space"},
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{"name": "Architectural Drafter", "domain": "Architecture & Space"},
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{"name": "Exhibition Designer", "domain": "Architecture & Space"},
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{"name": "Lighting Designer", "domain": "Architecture & Space"},
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{"name": "Journalist", "domain": "Media & Communications"},
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{"name": "News Anchor", "domain": "Media & Communications"},
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{"name": "Editor", "domain": "Media & Communications"},
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{"name": "Copy Editor", "domain": "Media & Communications"},
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{"name": "Video Editor", "domain": "Media & Communications"},
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{"name": "PR Specialist", "domain": "Media & Communications"},
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{"name": "Advertising Planner", "domain": "Media & Communications"},
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{"name": "Social Media Manager", "domain": "Media & Communications"},
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{"name": "Content Creator", "domain": "Media & Communications"},
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{"name": "Podcast Host", "domain": "Media & Communications"},
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{"name": "Publisher", "domain": "Media & Communications"},
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{"name": "Translator", "domain": "Media & Communications"},
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{"name": "Interpreter", "domain": "Media & Communications"},
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{"name": "Agronomist", "domain": "Agriculture & Environment"},
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{"name": "Horticulturist", "domain": "Agriculture & Environment"},
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{"name": "Livestock Specialist", "domain": "Agriculture & Environment"},
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{"name": "Aquaculture Specialist", "domain": "Agriculture & Environment"},
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{"name": "Environmental Engineer", "domain": "Agriculture & Environment"},
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{"name": "Ecologist", "domain": "Agriculture & Environment"},
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{"name": "Forest Ranger", "domain": "Agriculture & Environment"},
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{"name": "Meteorologist", "domain": "Agriculture & Environment"},
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{"name": "Geologist", "domain": "Agriculture & Environment"},
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{"name": "Environmental Inspector", "domain": "Agriculture & Environment"},
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{"name": "Sustainability Consultant", "domain": "Agriculture & Environment"},
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{"name": "Organic Farmer", "domain": "Agriculture & Environment"},
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{"name": "Executive Chef", "domain": "Hospitality & Service"},
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{"name": "Pastry Chef", "domain": "Hospitality & Service"},
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{"name": "Bartender", "domain": "Hospitality & Service"},
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{"name": "Sommelier", "domain": "Hospitality & Service"},
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{"name": "Restaurant Manager", "domain": "Hospitality & Service"},
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{"name": "Hotel Manager", "domain": "Hospitality & Service"},
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{"name": "Travel Planner", "domain": "Hospitality & Service"},
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{"name": "Tour Guide", "domain": "Hospitality & Service"},
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{"name": "Barista", "domain": "Hospitality & Service"},
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{"name": "Food Critic", "domain": "Hospitality & Service"},
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{"name": "Wedding Planner", "domain": "Hospitality & Service"},
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{"name": "Event Planner", "domain": "Hospitality & Service"},
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{"name": "Sports Coach", "domain": "Sports & Fitness"},
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{"name": "Personal Trainer", "domain": "Sports & Fitness"},
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{"name": "Yoga Instructor", "domain": "Sports & Fitness"},
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{"name": "Athletic Trainer", "domain": "Sports & Fitness"},
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{"name": "Physical Education Teacher", "domain": "Sports & Fitness"},
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{"name": "Sports Psychologist", "domain": "Sports & Fitness"},
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{"name": "Sports Nutritionist", "domain": "Sports & Fitness"},
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{"name": "Professional Athlete", "domain": "Sports & Fitness"},
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{"name": "Referee", "domain": "Sports & Fitness"},
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{"name": "Strength Coach", "domain": "Sports & Fitness"},
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{"name": "Sports Agent", "domain": "Sports & Fitness"},
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{"name": "Social Worker", "domain": "Social Services"},
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{"name": "Counselor", "domain": "Social Services"},
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{"name": "Guidance Counselor", "domain": "Social Services"},
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{"name": "Volunteer Coordinator", "domain": "Social Services"},
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{"name": "Nonprofit Manager", "domain": "Social Services"},
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{"name": "Community Organizer", "domain": "Social Services"},
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{"name": "Elderly Care Worker", "domain": "Social Services"},
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{"name": "Youth Counselor", "domain": "Social Services"},
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{"name": "Family Therapist", "domain": "Social Services"},
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{"name": "Career Counselor", "domain": "Social Services"},
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{"name": "Addiction Counselor", "domain": "Social Services"},
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{"name": "Pilot", "domain": "Transportation & Logistics"},
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{"name": "Ship Captain", "domain": "Transportation & Logistics"},
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{"name": "Train Operator", "domain": "Transportation & Logistics"},
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{"name": "Air Traffic Controller", "domain": "Transportation & Logistics"},
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{"name": "Logistics Manager", "domain": "Transportation & Logistics"},
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{"name": "Supply Chain Manager", "domain": "Transportation & Logistics"},
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{"name": "Warehouse Manager", "domain": "Transportation & Logistics"},
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{"name": "Customs Broker", "domain": "Transportation & Logistics"},
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{"name": "Traffic Engineer", "domain": "Transportation & Logistics"},
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{"name": "Port Authority Officer", "domain": "Transportation & Logistics"},
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{"name": "Physicist", "domain": "Scientific Research"},
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{"name": "Chemist", "domain": "Scientific Research"},
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{"name": "Biologist", "domain": "Scientific Research"},
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{"name": "Astronomer", "domain": "Scientific Research"},
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{"name": "Mathematician", "domain": "Scientific Research"},
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{"name": "Statistician", "domain": "Scientific Research"},
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{"name": "Geneticist", "domain": "Scientific Research"},
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{"name": "Neuroscientist", "domain": "Scientific Research"},
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{"name": "Oceanographer", "domain": "Scientific Research"},
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{"name": "Archaeologist", "domain": "Scientific Research"},
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{"name": "Anthropologist", "domain": "Scientific Research"},
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{"name": "Sociologist", "domain": "Scientific Research"},
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{"name": "Economist", "domain": "Scientific Research"},
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{"name": "Historian", "domain": "Scientific Research"},
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{"name": "Philosopher", "domain": "Scientific Research"}
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]
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}
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backend/app/data/curated_occupations_zh.json
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backend/app/data/curated_occupations_zh.json
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{
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"metadata": {
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"source": "curated",
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"language": "zh",
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"created_at": "2025-12-04",
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"total_count": 210,
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"description": "精選常見專家職業，含具體專業領域"
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},
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"occupations": [
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{"name": "外科醫師", "domain": "醫療與健康"},
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{"name": "內科醫師", "domain": "醫療與健康"},
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{"name": "牙醫師", "domain": "醫療與健康"},
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{"name": "眼科醫師", "domain": "醫療與健康"},
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{"name": "精神科醫師", "domain": "醫療與健康"},
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{"name": "小兒科醫師", "domain": "醫療與健康"},
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{"name": "護理師", "domain": "醫療與健康"},
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{"name": "藥師", "domain": "醫療與健康"},
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{"name": "臨床心理師", "domain": "醫療與健康"},
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{"name": "物理治療師", "domain": "醫療與健康"},
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{"name": "職能治療師", "domain": "醫療與健康"},
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{"name": "營養師", "domain": "醫療與健康"},
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{"name": "中醫師", "domain": "醫療與健康"},
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{"name": "獸醫師", "domain": "醫療與健康"},
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{"name": "軟體工程師", "domain": "資訊科技"},
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{"name": "前端工程師", "domain": "資訊科技"},
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{"name": "後端工程師", "domain": "資訊科技"},
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{"name": "資料科學家", "domain": "資訊科技"},
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{"name": "資料工程師", "domain": "資訊科技"},
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{"name": "機器學習工程師", "domain": "資訊科技"},
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{"name": "資安工程師", "domain": "資訊科技"},
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{"name": "DevOps工程師", "domain": "資訊科技"},
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{"name": "UI設計師", "domain": "資訊科技"},
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{"name": "UX設計師", "domain": "資訊科技"},
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{"name": "產品經理", "domain": "資訊科技"},
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{"name": "系統分析師", "domain": "資訊科技"},
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{"name": "網路工程師", "domain": "資訊科技"},
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{"name": "雲端架構師", "domain": "資訊科技"},
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{"name": "會計師", "domain": "金融與商業"},
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{"name": "財務分析師", "domain": "金融與商業"},
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{"name": "投資經理", "domain": "金融與商業"},
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{"name": "風險管理師", "domain": "金融與商業"},
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{"name": "精算師", "domain": "金融與商業"},
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{"name": "銀行經理", "domain": "金融與商業"},
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{"name": "證券分析師", "domain": "金融與商業"},
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{"name": "稅務顧問", "domain": "金融與商業"},
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{"name": "企業顧問", "domain": "金融與商業"},
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{"name": "人資經理", "domain": "金融與商業"},
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{"name": "行銷經理", "domain": "金融與商業"},
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{"name": "業務經理", "domain": "金融與商業"},
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{"name": "採購經理", "domain": "金融與商業"},
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{"name": "創業家", "domain": "金融與商業"},
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{"name": "律師", "domain": "法律與政策"},
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{"name": "法官", "domain": "法律與政策"},
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{"name": "檢察官", "domain": "法律與政策"},
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{"name": "公證人", "domain": "法律與政策"},
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{"name": "法務專員", "domain": "法律與政策"},
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{"name": "智財律師", "domain": "法律與政策"},
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{"name": "政策分析師", "domain": "法律與政策"},
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{"name": "外交官", "domain": "法律與政策"},
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{"name": "公務員", "domain": "法律與政策"},
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||||
{"name": "立法委員", "domain": "法律與政策"},
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||||
{"name": "調解員", "domain": "法律與政策"},
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||||
{"name": "法律學者", "domain": "法律與政策"},
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||||
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||||
{"name": "大學教授", "domain": "教育與學術"},
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{"name": "高中教師", "domain": "教育與學術"},
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||||
{"name": "國中教師", "domain": "教育與學術"},
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||||
{"name": "小學教師", "domain": "教育與學術"},
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||||
{"name": "幼教老師", "domain": "教育與學術"},
|
||||
{"name": "特教老師", "domain": "教育與學術"},
|
||||
{"name": "補習班老師", "domain": "教育與學術"},
|
||||
{"name": "研究員", "domain": "教育與學術"},
|
||||
{"name": "圖書館員", "domain": "教育與學術"},
|
||||
{"name": "教育行政人員", "domain": "教育與學術"},
|
||||
{"name": "學術編輯", "domain": "教育與學術"},
|
||||
{"name": "教育顧問", "domain": "教育與學術"},
|
||||
{"name": "語言治療師", "domain": "教育與學術"},
|
||||
|
||||
{"name": "畫家", "domain": "藝術與創意"},
|
||||
{"name": "雕塑家", "domain": "藝術與創意"},
|
||||
{"name": "音樂家", "domain": "藝術與創意"},
|
||||
{"name": "作曲家", "domain": "藝術與創意"},
|
||||
{"name": "指揮家", "domain": "藝術與創意"},
|
||||
{"name": "舞蹈家", "domain": "藝術與創意"},
|
||||
{"name": "演員", "domain": "藝術與創意"},
|
||||
{"name": "導演", "domain": "藝術與創意"},
|
||||
{"name": "編劇", "domain": "藝術與創意"},
|
||||
{"name": "攝影師", "domain": "藝術與創意"},
|
||||
{"name": "插畫家", "domain": "藝術與創意"},
|
||||
{"name": "動畫師", "domain": "藝術與創意"},
|
||||
{"name": "平面設計師", "domain": "藝術與創意"},
|
||||
{"name": "時尚設計師", "domain": "藝術與創意"},
|
||||
{"name": "珠寶設計師", "domain": "藝術與創意"},
|
||||
|
||||
{"name": "機械工程師", "domain": "工程與製造"},
|
||||
{"name": "電機工程師", "domain": "工程與製造"},
|
||||
{"name": "電子工程師", "domain": "工程與製造"},
|
||||
{"name": "化學工程師", "domain": "工程與製造"},
|
||||
{"name": "材料工程師", "domain": "工程與製造"},
|
||||
{"name": "工業工程師", "domain": "工程與製造"},
|
||||
{"name": "自動化工程師", "domain": "工程與製造"},
|
||||
{"name": "品管工程師", "domain": "工程與製造"},
|
||||
{"name": "製程工程師", "domain": "工程與製造"},
|
||||
{"name": "研發工程師", "domain": "工程與製造"},
|
||||
{"name": "生產經理", "domain": "工程與製造"},
|
||||
{"name": "工廠廠長", "domain": "工程與製造"},
|
||||
{"name": "技師", "domain": "工程與製造"},
|
||||
|
||||
{"name": "建築師", "domain": "建築與空間"},
|
||||
{"name": "室內設計師", "domain": "建築與空間"},
|
||||
{"name": "景觀設計師", "domain": "建築與空間"},
|
||||
{"name": "都市規劃師", "domain": "建築與空間"},
|
||||
{"name": "結構工程師", "domain": "建築與空間"},
|
||||
{"name": "土木工程師", "domain": "建築與空間"},
|
||||
{"name": "營造工程師", "domain": "建築與空間"},
|
||||
{"name": "工地主任", "domain": "建築與空間"},
|
||||
{"name": "測量師", "domain": "建築與空間"},
|
||||
{"name": "建築繪圖員", "domain": "建築與空間"},
|
||||
{"name": "展場設計師", "domain": "建築與空間"},
|
||||
{"name": "燈光設計師", "domain": "建築與空間"},
|
||||
|
||||
{"name": "記者", "domain": "媒體與傳播"},
|
||||
{"name": "主播", "domain": "媒體與傳播"},
|
||||
{"name": "編輯", "domain": "媒體與傳播"},
|
||||
{"name": "文字編輯", "domain": "媒體與傳播"},
|
||||
{"name": "影片剪輯師", "domain": "媒體與傳播"},
|
||||
{"name": "公關專員", "domain": "媒體與傳播"},
|
||||
{"name": "廣告企劃", "domain": "媒體與傳播"},
|
||||
{"name": "社群經理", "domain": "媒體與傳播"},
|
||||
{"name": "內容創作者", "domain": "媒體與傳播"},
|
||||
{"name": "播客主持人", "domain": "媒體與傳播"},
|
||||
{"name": "出版人", "domain": "媒體與傳播"},
|
||||
{"name": "翻譯師", "domain": "媒體與傳播"},
|
||||
{"name": "口譯員", "domain": "媒體與傳播"},
|
||||
|
||||
{"name": "農藝師", "domain": "農業與環境"},
|
||||
{"name": "園藝師", "domain": "農業與環境"},
|
||||
{"name": "畜牧專家", "domain": "農業與環境"},
|
||||
{"name": "水產養殖師", "domain": "農業與環境"},
|
||||
{"name": "環境工程師", "domain": "農業與環境"},
|
||||
{"name": "生態學家", "domain": "農業與環境"},
|
||||
{"name": "森林保育員", "domain": "農業與環境"},
|
||||
{"name": "氣象學家", "domain": "農業與環境"},
|
||||
{"name": "地質學家", "domain": "農業與環境"},
|
||||
{"name": "環保稽查員", "domain": "農業與環境"},
|
||||
{"name": "永續發展顧問", "domain": "農業與環境"},
|
||||
{"name": "有機農場主", "domain": "農業與環境"},
|
||||
|
||||
{"name": "主廚", "domain": "餐飲與服務"},
|
||||
{"name": "西點師傅", "domain": "餐飲與服務"},
|
||||
{"name": "調酒師", "domain": "餐飲與服務"},
|
||||
{"name": "侍酒師", "domain": "餐飲與服務"},
|
||||
{"name": "餐廳經理", "domain": "餐飲與服務"},
|
||||
{"name": "飯店經理", "domain": "餐飲與服務"},
|
||||
{"name": "旅遊規劃師", "domain": "餐飲與服務"},
|
||||
{"name": "導遊", "domain": "餐飲與服務"},
|
||||
{"name": "咖啡師", "domain": "餐飲與服務"},
|
||||
{"name": "美食評論家", "domain": "餐飲與服務"},
|
||||
{"name": "婚禮策劃師", "domain": "餐飲與服務"},
|
||||
{"name": "活動企劃", "domain": "餐飲與服務"},
|
||||
|
||||
{"name": "運動教練", "domain": "運動與健身"},
|
||||
{"name": "健身教練", "domain": "運動與健身"},
|
||||
{"name": "瑜珈老師", "domain": "運動與健身"},
|
||||
{"name": "運動防護員", "domain": "運動與健身"},
|
||||
{"name": "體育老師", "domain": "運動與健身"},
|
||||
{"name": "運動心理師", "domain": "運動與健身"},
|
||||
{"name": "運動營養師", "domain": "運動與健身"},
|
||||
{"name": "職業運動員", "domain": "運動與健身"},
|
||||
{"name": "裁判", "domain": "運動與健身"},
|
||||
{"name": "體能訓練師", "domain": "運動與健身"},
|
||||
{"name": "運動經紀人", "domain": "運動與健身"},
|
||||
|
||||
{"name": "社工師", "domain": "社會服務"},
|
||||
{"name": "心理諮商師", "domain": "社會服務"},
|
||||
{"name": "輔導員", "domain": "社會服務"},
|
||||
{"name": "志工協調員", "domain": "社會服務"},
|
||||
{"name": "非營利組織經理", "domain": "社會服務"},
|
||||
{"name": "社區營造員", "domain": "社會服務"},
|
||||
{"name": "長照服務員", "domain": "社會服務"},
|
||||
{"name": "青少年輔導員", "domain": "社會服務"},
|
||||
{"name": "家庭治療師", "domain": "社會服務"},
|
||||
{"name": "職涯諮詢師", "domain": "社會服務"},
|
||||
{"name": "戒癮輔導員", "domain": "社會服務"},
|
||||
|
||||
{"name": "飛行員", "domain": "交通與物流"},
|
||||
{"name": "船長", "domain": "交通與物流"},
|
||||
{"name": "火車駕駛", "domain": "交通與物流"},
|
||||
{"name": "航空管制員", "domain": "交通與物流"},
|
||||
{"name": "物流經理", "domain": "交通與物流"},
|
||||
{"name": "供應鏈經理", "domain": "交通與物流"},
|
||||
{"name": "倉儲經理", "domain": "交通與物流"},
|
||||
{"name": "報關員", "domain": "交通與物流"},
|
||||
{"name": "交通工程師", "domain": "交通與物流"},
|
||||
{"name": "港務人員", "domain": "交通與物流"},
|
||||
|
||||
{"name": "物理學家", "domain": "科學研究"},
|
||||
{"name": "化學家", "domain": "科學研究"},
|
||||
{"name": "生物學家", "domain": "科學研究"},
|
||||
{"name": "天文學家", "domain": "科學研究"},
|
||||
{"name": "數學家", "domain": "科學研究"},
|
||||
{"name": "統計學家", "domain": "科學研究"},
|
||||
{"name": "基因學家", "domain": "科學研究"},
|
||||
{"name": "神經科學家", "domain": "科學研究"},
|
||||
{"name": "海洋學家", "domain": "科學研究"},
|
||||
{"name": "考古學家", "domain": "科學研究"},
|
||||
{"name": "人類學家", "domain": "科學研究"},
|
||||
{"name": "社會學家", "domain": "科學研究"},
|
||||
{"name": "經濟學家", "domain": "科學研究"},
|
||||
{"name": "歷史學家", "domain": "科學研究"},
|
||||
{"name": "哲學家", "domain": "科學研究"}
|
||||
]
|
||||
}
|
||||
8666
backend/app/data/dbpedia_occupations_en.json
Normal file
8666
backend/app/data/dbpedia_occupations_en.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user