Role

People Analytics Lead

Owns workforce data, attrition models, and people dashboards for the HR team.

12 chaptersAbout 3 months15–30 min a day10 skills2 projects
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Chapter 1 is free. No card needed.

Day 1 on the People Analytics Lead path.

What a People Analytics Lead does

Turns staff data into clear answers leaders can act on, such as why people quit and how to keep them. Builds the trusted data foundation that the human resources (HR) team relies on.

  • Build attrition models that predict which staff may quit soon
  • Design headcount, hiring, and diversity dashboards leaders check each week
  • Pull and clean people data from the human resources information system (HRIS)
  • Analyse staff surveys to find why people stay or leave
  • Define shared metrics so every team counts headcount the same way
  • Turn findings into plain reports that managers actually use
  • Check data for privacy, fairness, and errors before sharing it

A day in the life

  1. Refresh dashboards and check overnight data for gaps or errors
  2. Meet HR leaders to frame a question, like rising team turnover
  3. Pull data, clean it, and test a model for the answer
  4. Write a short report and walk managers through what it means
  5. Plan the next survey and review questions with the team
  6. Fix a broken data feed between the HRIS and the dashboard

Tools you will use

HR systems (HRIS): Workday, SuccessFactors, BambooHRBusiness intelligence (BI): Power BI, Tableau, LookerSpreadsheets: Excel, Google SheetsQuery and code: SQL, Python, RSurveys: Qualtrics, Culture Amp, Microsoft FormsData modelling: dbt (a tool for shaping data tables)

Your plan

Chapter by chapter.

1~1 wk

See what people analytics lead work involves

StartFree
2~1 wk

Analytics and data craft

Skills
31–2 wks

Make people analytics attrition model or headcount-diversity dashboard from a public dataset

Proof
4~1 wk

Meet people who do people analytics lead work

People
5~1 wk

Data sources and systems

Skills
6~1 wk

Listening and survey work

Skills
7~1 wk

Fairness and rigour

Skills
8~1 wk

Communication and influence

Skills
91–2 wks

Make hiring funnel metrics dashboard with a weekly read-out

Proof
10~1 wk

Practise role interviews

Interview
11~1 wk

Choose a route into people analytics lead work

Decide
12on your timeline

Apply for roles

Apply

By the last chapter

This is what you can show.

Things you've made

People analytics attrition model or headcount-diversity dashboard from a public dataset and Hiring funnel metrics dashboard with a weekly read-out

Skills you can prove

10 skills, each rated on work you actually did.

People you've talked to

3 people who do the job, with a message ready for each.

Questions you can answer

17 interview questions and a mock interview, with feedback.

Credentials

5 credentials compared, so you can pick one, or decide you don't need one. None is required.

Ways in

There is more than one route.

Ways to study

  • Bachelor degree: statistics, data science, economics, or psychology
  • Bachelor degree: human resources or business with strong data courses
  • Short courses: SQL, dashboards, and people analytics basics
  • Certificate: business intelligence or data analysis foundations
  • Workplace training: HR analytics rotations and on-the-job mentoring

How people get their first job

  • Apply for HR analyst, data analyst, or people operations roles
  • Do an internship that touches HR data, surveys, or reporting
  • Build a portfolio dashboard from open workforce or census data
  • Earn a free SQL and dashboard certificate, then practise weekly
  • Volunteer to analyse member or survey data for a club or nonprofit

Life skills on this path: Networking · Job interviews · Job search

How the work is changing

What AI is doing to this role

How AI is changing this role · one of 6 tasks we track

Pull and clean people data

Sped up a lot

What AI does

AI tools clean and join data from the human resources information system fast.

Still yours

You check the joins, catch bad data, and trust nothing blindly.

Reviewed September 2026

In the app · Premium

The rest is in the app

  • How AI affects the other 5 tasks
  • Whether this job is growing or shrinking
  • How hard the first job is to get
  • Similar roles that are easier to get into
  • Updated every month, with sources
See it in the app →

How we rate a job →

Already working

Already a People Analytics Lead?

Plan your move to HR Analyst: 8 chapters that end with a strong case for your next review.

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Questions

Questions about this path

How long does it take to become a people analytics lead with Welica?

The path is 12 chapters, 3 months at 15 to 30 minutes a day. You can go faster or slower; the plan moves with you.

Do I need a degree?

Not always. Common routes are bachelor degree: statistics, data science, economics, or psychology, bachelor degree: human resources or business with strong data courses, short courses: SQL, dashboards, and people analytics basics, certificate: business intelligence or data analysis foundations, or workplace training: HR analytics rotations and on-the-job mentoring.

What is free?

Chapter 1, See what people analytics lead work involves, is free for good. Premium unlocks the rest of the path.

Start the People Analytics Lead path.

Chapter 1 free. About 15 to 30 minutes a day.

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