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Build HR’s AI Readiness by Embedding the Right Data Skills

AI and large language models (LLMs) are transforming business operations, but HR teams remain underprepared to harness these technologies effectively.

This playbook outlines five essential data skill areas every HR leader must cultivate, not by creating more data scientists, but by embedding critical capabilities like ethics, statistical literacy, and metrics-driven decision-making into every HR function.

Built on insights from MIT, Harvard, and the World Economic Forum, this research helps CHROs lead enterprise-wide transformation by equipping HR to become the function that makes AI work responsibly and at scale.

What’s Inside the Playbook

Unique Data Asset Strategy

Catalog and leverage HR-specific data, from workforce analytics to behavioral signals, for AI readiness.

Ethics & Compliance in AI and Data

Move beyond policy checklists to real governance frameworks that mitigate AI bias, ensure compliance, and enable responsible adoption.

Workforce-Wide Statistical Literacy

Train every employee to interpret and challenge data, driving more evidence-based HR decisions at scale.

Data Quality Risk Awareness

Develop skills to detect and prevent errors that threaten AI reliability, compliance, and business outcomes.

Metrics-Driven Culture

Create an HR culture where KPIs, performance signals, and talent intelligence inform every strategy and initiative.

Why This Matters

AI won’t replace HR, but HR teams unable to work with AI will be replaced by those that can. This report helps CHROs future-proof their organizations by:

  • Equipping HR with the right data skills to lead AI transformation
  • Building credibility with the C-suite through evidence-based strategy
  • Reducing compliance risks in AI-enabled processes like hiring, evaluation, and workforce planning

Unparalleled global labor & market data

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.
800M+
Professionals
18K+
Skills
185K+
University Professors
1B+
Job Descriptions
33
Industries
1000+
Custom Talent Reports
200K+
Courses
800M+
Professionals
18K+
Skills
185K+
University Professors
1B+
Job Descriptions
33
Industries
1000+
Custom Talent Reports
200K+
Courses
3100+
Roles
5700+
Locations
54K+
Universities
1.5M+
Peer Group Companies
4M+
Career Paths
100+
Labor Databases
3100+
Roles
5700+
Locations
54K+
Universities
1.5M+
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

Enterprises do extraordinary things with Draup

Real stories. Real Success.
Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results.
Brian Heger
Founder of Talent Edge Weekly
With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered.
Jennifer Basdekis
Staff Talent Intelligence Consultant
Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI.
Josh Bersin
Founder and CEO
Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days.
Sam Fletcher
Head of Talent Intelligence
Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends.
Vincenzo Cozzolino
Head of People Strategy & Governance