Human ressources analytics media

AI and Machine Learning in HR Analytics

18/05/2026

Mid-Year Calibration: Using Performance Data to Catch Rating Bias Before Promotion Decisions

Learn how to use mid-year performance review analytics, calibration data packs, and engagement metrics to reduce bias, improve promotion decisions, and make performance management defensible with your board and CFO.

Why Most Organizations Still Cannot Get AI Past HR's Front Door

Sourcing Channel Effectiveness

15/05/2026

Why Most Organizations Still Cannot Get AI Past HR's Front Door

Sourcing Channel ROI: How to Identify Which Recruitment Pipelines Deliver Hires That Stay

14/05/2026

Sourcing Channel ROI: How to Identify Which Recruitment Pipelines Deliver Hires That Stay

Dashboard Theater: When Real-Time HR Metrics Create Illusion Instead of Insight

Choosing the Right Tools

12/05/2026

Dashboard Theater: When Real-Time HR Metrics Create Illusion Instead of Insight

HRIS Integration Playbook: API Strategies That Survive Vendor Updates

Employee Engagement Metrics

11/05/2026

HRIS Integration Playbook: API Strategies That Survive Vendor Updates

Spotlight

Gallup's 20% Engagement Floor: Three Things the Headline Number Hides

Burnout Signals in Your Data: What Calendar, Slack, and HRIS Patterns Reveal Before Any Survey

06/05/2026

Gallup's 20% Engagement Floor: Three Things the Headline Number Hides

Learn how to read Gallup’s State of the Global Workplace data beyond the headline engagement percentage, understand regional and role-level differences, and link employee engagement statistics to real business outcomes.

by Emilia Van der Berg

Employee Engagement Metrics

Workday Acquires Sana, Docebo Buys 365Talents: What HR Tech Consolidation Means for Your Stack

07/05/2026

Burnout Signals in Your Data: What Calendar, Slack, and HRIS Patterns Reveal Before Any Survey

Learn how to use burnout analytics and workplace data as a continuous early warning system, build a practical burnout risk index, and govern it ethically during Mental Health Awareness Month and beyond.

by Ahmed El-Tayeb

Choosing the Right Tools

07/05/2026

Workday Acquires Sana, Docebo Buys 365Talents: What HR Tech Consolidation Means for Your Stack

Analysis of HR tech consolidation in 2026: how major acquisitions, skills intelligence, and vendor lock-in are reshaping people analytics, workforce planning, and HR technology governance.

Predictive Retention Models

Flight-Risk Scores Are Not a Retention Strategy

by Élise-Marie Charpentier

07/05/2026

Flight-Risk Scores Are Not a Retention Strategy

Learn why employee flight risk prediction alone is not a retention strategy, and how CPOs can turn predictive analytics into ethical, ROI-positive talent management using a score–signal–story–stay framework.

EU AI Act Hits HR on August 2: What Your Compliance Team Needs to Know Now

Data Security and Compliance

Innovative Uses of Analytics

04/05/2026

EU AI Act Hits HR on August 2: What Your Compliance Team Needs to Know Now

Practical guide to EU AI Act HR compliance for high-risk HR analytics systems, covering governance, GDPR alignment, vendor accountability and human oversight.

by Niamh Fitzgerald

Microsoft Merges People Analytics with Employee Experience: What It Signals for Every HR Team

Key Components of HR Analytics

04/05/2026

Microsoft Merges People Analytics with Employee Experience: What It Signals for Every HR Team

Microsoft’s AI HR restructuring shows how to redesign HR around analytics, workforce planning, and governance to turn artificial intelligence into measurable business value.

by Emilia Van der Berg

HR KPIs That Matter: A Framework Beyond Headcount and Time-to-Fill

13/05/2026

HR KPIs That Matter: A Framework Beyond Headcount and Time-to-Fill

Practical HR KPI examples for people analytics leaders ; a maturity based framework with 5 core and advanced metrics that drive real executive decisions.

Q1 Workforce Review: Five Metrics Your Board Actually Needs to See

Performance Metrics

Building an HR Analytics Team

04/05/2026

Q1 Workforce Review: Five Metrics Your Board Actually Needs to See

Build a Q1 HR metrics board that links workforce data to board decisions, focusing on performance, hiring, engagement and inclusion with five business-critical metrics.

by Emilia Van der Berg

Building a People Analytics Team: Roles, Sequencing, and What the First 90 Days Should Deliver

Predictive Retention Models

03/05/2026

Building a People Analytics Team: Roles, Sequencing, and What the First 90 Days Should Deliver

Practical guide to people analytics team building: structure, roles, operating model and governance so HR analytics teams influence real talent decisions and workforce strategy.

by Liam O’Sullivan

Predictive HR Analytics: A Step-by-Step Guide from HRIS Data to Retention Models

08/05/2026

Predictive HR Analytics: A Step-by-Step Guide from HRIS Data to Retention Models

Learn how predictive HR analytics can transform employee retention, from building a robust attrition dataset and choosing the right models to ethical guardrails, dashboards, and key statistics that quantify business impact.

Quality of Hire: How to Measure the One Metric That Justifies Your Recruiting Spend

Quality of Hire Metrics

08/05/2026

Quality of Hire: How to Measure the One Metric That Justifies Your Recruiting Spend

Learn how to build a concrete quality of hire model, including a composite formula, normalisation example, data integration checklist and key statistics that help talent acquisition teams link hiring quality to business outcomes.

What is an HR generalist and how this role shapes modern human resources

What is HR Analytics?

13/04/2026

What is an HR generalist and how this role shapes modern human resources

Understand what an HR generalist is, their role, skills, salary, and how analytics and employee experience shape this key human resources career path.

by Ahmed El-Tayeb

Supervisor interview questions that reveal real leadership and team performance potential

11/04/2026

Supervisor interview questions that reveal real leadership and team performance potential

Learn how supervisor interview questions, guided by HR analytics, reveal real leadership, team performance, and culture fit while improving fair, data informed hiring.

What a director of operations really does in a modern company

11/04/2026

What a director of operations really does in a modern company

Understand the modern director of operations job description, from core responsibilities and required skills to the growing impact of human resources analytics.

How disc certification elevates human resources analytics and cohesive team performance

Data Collection Methods

How disc certification elevates human resources analytics and cohesive team performance

Learn how disc certification strengthens human resources analytics, improves cohesive team performance, and turns behavioral data into actionable workforce insights.

by Kiran Rao

Strategic interview questions of AngularJS for data driven HR analytics roles

Strategic interview questions of AngularJS for data driven HR analytics roles

Learn how to design strategic interview questions of AngularJS tailored to HR analytics roles, from dashboards and data binding to scalable components and training.

by Ahmed El-Tayeb

How favoritism at work quietly reshapes careers and workplace data

Data Collection Methods

How favoritism at work quietly reshapes careers and workplace data

In depth analysis of favoritism at work using human resources analytics, showing how data reveals unfair treatment, workplace discrimination risks, and career impacts.

How to run recruitment analytics like an elite track field program

What is HR Analytics?

How to run recruitment analytics like an elite track field program

Learn how to run recruitment like an elite track and field program using HR analytics, clear standards, and digital platforms to improve hiring quality and impact.

Ethics and Privacy in HR Analytics

What a pink collar job reveals about gender, work and careers

19/03/2026

What a pink collar job reveals about gender, work and careers

Understand what a pink collar job is, how gendered service work shapes pay, careers and HR analytics, and why these roles matter in modern labor markets.

by Liam O’Sullivan

Panel interview strategies that elevate hiring decisions with human resources analytics

Data Collection Methods

18/03/2026

Panel interview strategies that elevate hiring decisions with human resources analytics

Learn how to design, analyze, and optimize panel interview formats using human resources analytics to improve hiring quality, fairness, and candidate experience.