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Director, People Analytics (AI / ML) & Products

Director, People Analytics (AI / ML) & Products

Johnson ControlsMilwaukee, WI, US
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Job Description

Role Summary

We are seeking a forward-thinking and technically fluent Director of People Analytics (AI / ML) & Products to lead our centralized people analytics and modeling function. This role is responsible for delivering core HR insights, developing user friendly decision support systems, and operationalizing machine learning models that : (1) help shape workforce strategy, (2) improve decision quality across the employee lifecycle, and (3) drive continuous improvement in process automation and workforce design.

This leader will build and manage a multidisciplinary team of people analysts and decision scientists. They will own the end-to-end lifecycle of data-driven products — from exploratory analysis to predictive modeling and GenAI / Agentic AI development — ensuring insights are not only generated but also embedded into the daily decisions of HR and business leaders.

Key Responsibilities

Lead development of HR dashboards, workforce metrics, and data visualization tools

Establish a centralized KPI framework aligned to organizational talent priorities and business strategy

Support HRBPs and COEs with scalable, reusable analytics solutions and self-service tools

Collaborate with Data Engineering to maintain clean, model-ready HR datasets

Lead creation of AI / ML-powered decision tools that support talent, engagement, and workforce planning

Ensure models are ethical, explainable, auditable, and aligned with company values and compliance standards

Partner with behavioral science and workforce systems design teams to embed models into HR core processes and respective business workflows

Translate complex analyses and model outputs into actionable guidance for HR and People Leaders

Build trust and data fluency across HR through enablement sessions, insight briefings, and modeling playbooks

Establish and evolve technical and governance standards for the people analytics function

Publish internal white papers, research briefs, and frameworks that shape organizational thinking

Required Qualifications

STEM Master’s Degree (Data Science, Math, Operations Research, Economics, Statistics,…)

6+ years in analytics, data science, or decision science with experience managing a technical team

Deep fluency in descriptive and predictive analytics, machine learning (supervised and unsupervised), and statistical modeling.

Experience developing decision support applications leveraging Generative AI and / or Agentic AI solutions

Technical proficiency in Python and / or R

4+ years of Shiny App development and deployment, including experience using CSS and HTML

Ability to translate between technical teams and business stakeholders

Understanding of fairness, transparency, and data ethics in HR analytics

Preferred Qualifications

Experience applying AI / ML in talent-related contexts (e.g., attrition modeling, talent segmentation, workforce forecasting, attrition risk predictions, …)

Familiarity with MLOps principles and model lifecycle governance

Prior experience in a high-growth, data-driven organization or consulting environment

Strong understanding of HR data systems and related HR tech stack

Track record of solving problems requiring systems thinking and a continuous improvement mindset (Lean Six Sigma, Kaizen).

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Director Product • Milwaukee, WI, US

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