Anonymized career data from thousands of professionals — industry, skills, goals, challenges, and AI readiness. Built for AI training, workforce research, and consulting intelligence.
Each record represents one completed professional assessment — real people sharing their background, skills, and career goals. All PII is stripped.
Healthcare, Technology, Finance, Legal, Education, and 10+ more sectors.
Self-reported job title or role — Marketing Manager, Nurse Practitioner, Software Engineer, etc.
Experience level from <1 year to 15+ years, in structured brackets.
Multi-select from 16 professional skill categories plus free-text additions.
Weekly time commitment from 1–3 hours (side project) to 30+ hours (full-time).
Target monthly income from $500/mo to $100K+ annual revenue.
Primary obstacle: lack of direction, technical barriers, time constraints, imposter syndrome, etc.
When the assessment was completed. Enables temporal analysis of workforce trends.
SHA-256 hashed anonymous identifier. No PII, no traceability, fully compliant.
The dataset has value for anyone building products, models, or strategies around the future of work.
Fine-tune models on real professional knowledge graphs — skills, industries, career transitions, and readiness signals.
Track which industries are AI-curious, what skills professionals value, and where the talent gaps are.
Build data-backed presentations on AI adoption patterns, workforce readiness, and upskilling demand by industry.
Understand what professionals want to learn, how much time they have, and what challenges block adoption.
Every record follows this structure. Available as JSON or CSV.
{
"record_id": "dxl_a3f8c2e19b04",
"industry": "Healthcare",
"profession": "Nurse Practitioner",
"years_experience": "5-10 years",
"skills": ["Teaching / coaching", "Research / analysis", "Writing / copywriting"],
"hours_available": "4-7 hours/week (serious side hustle)",
"income_goal": "$1,000-$3,000/month extra",
"biggest_challenge": "I don't know where to start with AI",
"completed_at": "2026-04-05T14:32:18.000Z"
}
We offer custom licensing for AI training, research, and commercial use. Dataset grows daily as new professionals complete the assessment.
Contact Us About Licensing →Custom pricing based on use case and volume. Enterprise agreements available.