Human Resources
People Analytics
You turn workforce data into strategic advantage, building predictive models that reshape how companies hire, retain, and develop talent. This analytical foundation creates CHROs who speak boardroom language and drive measurable business outcomes.
The Career Arc
Rotational · L1–L3
Build the People Analytics craft. Prove you can wield the tools of Human Resources.
Transformational · L4–L7
Deliver People Analytics outcomes — each Human Resources tour at this altitude has a defined mission and success criteria.
- L4 : Manage analytics team and projects
- L5 : Own people analytics function
- L6 : Define analytics standards as enterprise authority
- L7 : Shape analytics excellence through strategic expertise
Manage a Team?
Great People Analytics managers are practitioners first. The Human Resources IC responsibilities in L4–L7 are your foundation — your management responsibilities are additive:
- • Hire HR professionals who are business partners—not just policy enforcers
- • Coach strategic thinking—connect people work to business outcomes
- • Run 1:1s that develop both HR expertise and organizational influence
- • Give feedback that models the culture you're building
- • Remove blockers—fight for budget, leadership commitment, and data access
Foundational · L8–L9
Shape the Human Resources organization from the People Analytics chair — build institutions, not just products.
L1 — Associate People Analytics Analyst Rotational
Mission
Learn people analytics fundamentals
This tour of duty
Complete your first workforce analyses
Own the outcomes
- • Learn people analytics fundamentals and data basics
- • Document data sources and definitions
- • Participate in data gathering and validation
- • Support report generation and distribution
- • Build foundational knowledge of HR metrics
- • Assist with basic workforce analyses
People Analytics at L1 — the competency bar
AI in this role
- • Analyzing workforce data
- • Generating reports
- • Drafting insights summaries
L2 — Junior People Analytics Analyst Rotational
Mission
Own analytics projects and reporting
This tour of duty
Own analytics projects that inform decisions
Own the outcomes
- • Own data analysis for assigned HR areas
- • Execute standard reports and dashboards
- • Build workforce metrics and KPI tracking
- • Implement systematic approaches to data validation
- • Debug data quality issues and discrepancies
- • Write clear insights summaries from analyses
People Analytics at L2 — the competency bar
AI in this role
- • Building dashboards
- • Automating data pipelines
- • Creating visualizations
L3 — Senior People Analytics Analyst Rotational
Mission
Lead analytics initiatives
This tour of duty
Lead initiatives that improve HR programs
Own the outcomes
- • Lead analytics projects and investigations
- • Ensure accuracy and reliability of HR data
- • Mentor junior staff on analytical techniques
- • Design improvements to reporting processes
- • Coordinate with stakeholders on analytics needs
- • Build compelling data stories for leadership
People Analytics at L3 — the competency bar
AI in this role
- • Modeling workforce scenarios
- • Synthesizing survey data
- • Generating recommendations
L4 — Staff People Analytics Analyst / Manager, People Analytics Transformational
Mission
Manage analytics team and projects
This tour of duty
Build analytics capabilities that scale
Own the outcomes
- • Own people analytics for business areas
- • Lead development of predictive models
- • Design analytics frameworks and methodologies
- • Mentor analysts on advanced techniques
- • Define quality standards for analytics work
- • Architect approaches to workforce planning
People Analytics at L4 — the competency bar
AI in this role
- • Analyzing patterns at scale
- • Building predictive models
- • Creating training materials
L5 — Senior Staff People Analytics Analyst / Senior Manager, People Analytics Transformational
Mission
Own people analytics function
This tour of duty
Implement analytics practices enterprise-wide
Own the outcomes
- • Drive people analytics across the organization
- • Lead strategic analytics initiatives
- • Establish analytics standards and governance
- • Own relationships with HR and business leadership
- • Define career paths for analytics professionals
- • Architect enterprise analytics capabilities
People Analytics at L5 — the competency bar
AI in this role
- • Designing analytics frameworks
- • Modeling scenarios
- • Generating methodology documentation
L6 — Director, People Analytics Transformational
Mission
Define analytics standards as enterprise authority
This tour of duty
Define analytics strategy that drives decisions
Own the outcomes
- • Define people analytics standards and methodologies as enterprise authority
- • Design governance frameworks for data and insights excellence
- • Provide strategic counsel on complex workforce analytics scenarios
- • Influence how the organization uses people data through thought leadership
- • Establish analytics impact standards through expert guidance
- • Codify best practices and mentor senior analytics professionals
People Analytics at L6 — the competency bar
AI in this role
- • Analyzing enterprise patterns
- • Building standards documentation
- • Creating executive reports
L7 — Senior Director, People Analytics Transformational
Mission
Shape analytics excellence through strategic expertise
This tour of duty
Build the analytics team that creates insights
Own the outcomes
- • Serve as the foremost people analytics authority for the enterprise
- • Shape the vision for data-driven HR through strategic expertise
- • Architect operating models for global analytics functions
- • Advise executives on workforce insights and predictive analytics
- • Define the strategic roadmap for analytics investments
- • Develop analytics leaders through mentorship and knowledge transfer
People Analytics at L7 — the competency bar
AI in this role
- • Designing team capabilities
- • Building analytics platforms
- • Creating hiring frameworks
L8 — VP, People Analytics Foundational
Mission
Own analytics enterprise-wide
This tour of duty
Navigate a major analytics transformation
Own the outcomes
- • Build organization-wide people analytics strategy
- • Define analytics aligned with business objectives
- • Shape the culture of evidence-based HR decisions
- • Establish operating frameworks for workforce insights
- • Build executive presentations on workforce trends
- • Define the multi-year roadmap for analytics
People Analytics at L8 — the competency bar
AI in this role
- • Modeling analytics scenarios
- • Analyzing efficiency
- • Generating operating models
L9 — SVP, People Analytics Foundational
Mission
Define analytics vision
This tour of duty
Transform analytics into strategic differentiator
Own the outcomes
- • Define the people analytics vision for the enterprise
- • Shape workforce strategy with data at executive level
- • Establish analytics as competitive differentiator
- • Build the next generation of analytics leaders
- • Define innovation agenda for AI and predictive HR
- • Shape enterprise workforce planning strategy
People Analytics at L9 — the competency bar
AI in this role
- • Building strategic planning systems
- • Analyzing workforce trends
- • Creating analytics architectures
What Hiring Managers Look For
L1-L3: You've built actual models that changed how the business makes people decisions, not just reports that sat in email inboxes.
L4-L6: You've redesigned core HR processes using data insights and can show measurable impact on retention, performance, or cost per hire.
L7+: You've built analytics capabilities that transformed workforce strategy at scale and can articulate how data drives competitive advantage in talent.
Common Career Transitions
People Analytics → Strategy & Operations at L4-L5 for broader business impact beyond HR
People Analytics → Chief Data Officer at L6-L7 when companies need enterprise-wide analytics leadership
Official Classifications
| System | Code | Official Title |
|---|---|---|
| O*NET-SOC (US) | 13-1071.00 | Human Resources Specialists |
| ISCO-08 (UN/ILO) | 2423 | Personnel and Careers Professionals |
At L6 and above, the manager classification 1212 — Human Resource Managers applies IN ADDITION to the professional code — a manager is a superset of the individual contributor, never a replacement.
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