The Draup + Databricks Advantage

Databricks is the leading Lakehouse Platform, bringing together the best of data lakes and warehouses. It’s built for big data, advanced analytics, and machine learning, making it the ideal environment to run large-scale workforce intelligence.

Delta-native datasets

Draup datasets are delivered in Delta table format, fully optimized for Databricks’ Lakehouse, ensuring fast queries, reliability, and easy integration.

Seamless scale

Run workforce analytics on millions of professionals, job postings, skill signals and more without performance bottlenecks.

ML-ready intelligence

Feed Draup’s datasets directly into reskilling models, talent clustering, and hiring demand forecasts in your ML workflows.

Unified access

Analyze Draup datasets alongside your enterprise HRIS, ATS, or business data inside Databricks.

Available Workforce Datasets

Global Labor Market Data & Talent Intelligence

Comprehensive insights into global workforce supply and demand, pay trends, diversity metrics, and skill distributions. Perfect for location strategy, DEI planning, and talent benchmarking.

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Reskilling & Career Paths Data

Structured datasets mapping role transitions, adjacent skills, and certifications to identify reskilling opportunities and training pathways for workforce evolution.

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Global Job Postings Data

Near real-time signals on hiring demand, including roles, required skills, education, certifications, and pay insights, mapped to business functions and industries.

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Global Professional Profiles Data

Rich multidimensional professional profiles including roles, skills, education, diversity, certifications, and career trajectories across industries and regions.

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University Talent Data

Comprehensive university-level insights on majors, graduation trends, diversity, and job readiness, enabling smarter campus and early-talent strategies.

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Talent Peers & Competitor Intelligence

Track competitor workforce movements, hiring intensity, technology adoption, and leadership changes to gain an edge in strategic workforce planning.

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Location Characteristics & Demographics

Macro- and metro-level demographic and workforce ecosystem intelligence, including population trends and labor composition.

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Consolidated Talent Intelligence Package

Unified access to Draup’s full suite of workforce datasets, powering enterprise-wide workforce planning, DEI initiatives, reskilling, and HR analytics.

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Get Started with Draup on Databricks

Bring the world’s most comprehensive workforce intelligence into your Databricks environment - always fresh, instantly usable.

Powered by unparalleled global labor & market data

Powering 80+ Machine Learning models and 12+ Psychology models
GRANULAR
AI-enabled data updated continuously, historically available, and regionally relevant.
ACCESSIBLE
Data exchange and APIs, platform or a combination.
PROPRIETARY
Unique taxonomies and methodologies providing insights that drive proven results.
850M+
Professionals
19K+
Skills
185K+
University Professors
1B+
Job Descriptions
33
Industries
1000+
Custom Talent Reports
200K+
Courses
850M+
Professionals
19K+
Skills
185K+
University Professors
1B+
Job Descriptions
33
Industries
1000+
Custom Talent Reports
200K+
Courses
3200+
Roles
5800+
Locations
54K+
Universities
1.6M+
Peer Group Companies
4M+
Career Paths
100+
Labor Databases
3200+
Roles
5800+
Locations
54K+
Universities
1.6M+
Peer Group Companies
4M+
Career Paths
100+
Labor Databases
3200+
Roles
5800+
Locations
54K+
Universities
1.6M+
Peer Group Companies
4M+
Career Paths
100+
Labor Databases
GRANULAR
AI-enabled data updated continuously, historically available, and regionally relevant
ACCESSIBLE
Data shares and feeds, software, professional services, or a combination
PROPRIETARY
Unique taxonomies and methodologies providing insights that drive proven results