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.

L1 – L9 · 9 tours Leads to: CHRO → What's a Reference DRS?

The Career Arc

Rotational · L1–L3

Build the People Analytics craft. Prove you can wield the tools of Human Resources.

  • L1 : Learn people analytics fundamentals
  • L2 : Own analytics projects and reporting
  • L3 : Lead analytics initiatives

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.

  • L8 : Own analytics enterprise-wide
  • L9 : Define analytics vision
→ C-Suite: L10 is the CHRO path — a distinct page, not duplicated here.

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

Data Engineering
2
Human Resources
2
Analytics & BI
1

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

Analytics & BI
2
Human Resources
2
Data Engineering
1
Strategy
1
Finance
1

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

Human Resources
3
Analytics & BI
2
Data Engineering
1
Strategy
1
Finance
1

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

Human Resources
3
Data Engineering
2
Analytics & BI
2
Strategy
1
Finance
1

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

Human Resources
4
Analytics & BI
3
Data Engineering
2
Strategy
1
Finance
1

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

Human Resources
4
Data Engineering
3
Analytics & BI
3
Strategy
3
Finance
1

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

Strategy
3
Analytics & BI
2
Human Resources
2
Data Engineering
1
Finance
1

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

Data Engineering
2
Human Resources
2
Analytics & BI
1
Strategy
1

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

Data Engineering
2
Analytics & BI
1
Strategy
1
Human Resources
1

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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