The Draup + AWS Advantage

AWS provides secure, scalable cloud infrastructure for advanced analytics, machine learning, and workforce modeling. Draup datasets are delivered in AWS-ready formats and integrate seamlessly with Amazon S3, Redshift, Athena, Glue, and SageMaker so your data teams can run workforce analytics with speed and scale.

AWS-native integration

Deploy Draup datasets directly into Amazon S3 or query them via Redshift, Athena, or Glue for high-performance workforce analytics.

Built for scale

Analyze millions of professionals, job postings, skills signals, and workforce attributes using AWS compute and storage without performance limits.

ML-ready datasets

Feed Draup labor market datasets into your ML pipeline for reskilling models, attrition risk modeling, talent clustering, job architecture analysis, and more.

Unified workforce intelligence

Combine Draup datasets with enterprise HRIS, ATS, payroll, and business data inside AWS to power end-to-end workforce planning and talent strategy.

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.

Reskilling & Career Paths Data

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

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.

Global Professional Profiles Data

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

University Talent Data

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

Talent Peers & Competitor Intelligence

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

Location Characteristics & Demographics

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

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.

Get Started with Draup on AWS

Deploy Draup workforce datasets directly into your AWS environment for always-fresh, instantly usable labor market intelligence.

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