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Payroll · Latest

Tax deduction at source on salary in Bangladesh: The employer’s guide

Tax deduction at source on salary in Bangladesh: The employer’s guide

Payroll in Bangladesh carries a duty that sits with the employer, not the employee. Every month, the person responsible for paying salary must work out what tax the employee will owe across the whole year, take a slice of it from that month’s pay, and hand it to the treasury on time. Get the arithmetic […]

Marianne DavidMarianne David
September 28, 20268 min read
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533 articles

6 Workforce Analytics Examples for HR Leaders
Marianne DavidMarianne David

HR Analytics & Insights

Workforce analytics examples for HR leaders

Workforce analytics examples in this guide focus on operational wins HR leaders can deploy now: improve staffing accuracy, enable turnover prediction, and close resource gaps so predictions become action (automated rosters, targeted retention outreach, and requisition triggers). The term ‘workforce analytics examples’ here spans descriptive dashboards through productionised predictive models that feed HR workflows. This […]

December 31, 2025·9 min read
5 Comprehensive Guide to Employee Turnover Analysis
Marianne DavidMarianne David

HR Analytics & Insights

A complete guide for HR leaders on employee turnover analysis

This guide explains employee turnover analysis end-to-end: from descriptive reporting and KPI calculation to predictive models and prescriptive workflows that turn risk signals into measurable retention actions. The term employee turnover analysis appears throughout and is defined, demonstrated, and operationalised for HR leaders, peopleanalytics teams, HRBPs and payroll owners. Who should read: CHROs and HR […]

December 30, 2025·12 min read
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Marianne DavidMarianne David

HR Analytics & Insights

The ultimate guide to forecasting HR needs

Forecasting HR means projecting future staffing numbers, skills and associated costs so the organisation has the right people at the right time. The practice covers demand (roles and volume), supply (internal talent and external market access) and gap analysis (skill and headcount deficits). According to workforce-planning guidance, effective forecasts secure the right number of people […]

December 29, 2025·10 min read
3 AI in HR Analytics Examples Real-World Case Studies
Marianne DavidMarianne David

HR Analytics & Insights

AI in HR analytics: Real-world case studies

This guide on AI in HR analytics examples examines concrete applications of Artificial Intelligence across HR, predicting attrition, forecasting hire-success, workforce planning, engagement and absenteeism analysis. It focuses on business outcomes — attrition rate reduction, time-to-hire improvement, retention uplift, cost-per-hire savings, and manager adoption — metrics that matter to CHROs and CFOs. Readers will find […]

December 26, 2025·11 min read
2 5 Machine Learning Use Cases in HR for Better Decision Making
Marianne DavidMarianne David

AI and the Future of HR

Smarter HR decisions: How machine learning is revolutionising HR

Machine learning for HR harnesses algorithms to analyse vast people data and drive predictive and prescriptive insights. Organisations are increasingly leveraging ML to transform hiring, retention, engagement, and workforce planning from intuition-based to data-driven workflows. Benefits include efficiency gains, improved predictive accuracy, and fairness enhancements across talent processes. This guide covers five high-impact use cases—candidate […]

December 24, 2025·3 min read
1 AI in HR Decision Making The Ultimate Guide
Marianne DavidMarianne David

HR Analytics & Insights

From data to decisions: The ultimate guide to AI-powered HR analytics

AI in HR analytics integrates Artificial Intelligence, machine learning, and predictive analytics to transform raw HR data into strategic insights. Evolving from static dashboards to adaptive algorithms, teams now forecast attrition, optimise hiring, and spot performance trends in real time. Data-driven HR shifts decisions from intuition to evidence, improving workforce planning and business outcomes. Why […]

December 22, 2025·7 min read
29 Mobile HR Applications
Marianne DavidMarianne David

HR Software and Automation

A complete guide to mobile HR applications

Human resources application software, often called HR apps, are platforms that help HR teams and employees manage tasks like leave requests, payroll access, and performance reviews. These mobile HR applications let users handle HR functions anytime, anywhere. The shift to mobile stems from employees seeking on-the-go access and HR professionals aiming for streamlined workflows. Surveys […]

December 19, 2025·5 min read
28 HR Digital Transformation
Marianne DavidMarianne David

HR Software and Automation

Strategy and roadmap guide to digital HR transformation

Digital HR transformation involves integrating modern technologies across the entire HR function. By automating routine tasks and centralising data, organisations improve decision-making and meet rising employee expectations for seamless digital experiences. Key drivers include workflow automation, advanced analytics, and demand for personalised, mobile-friendly interfaces. Without transformation, legacy HR systems—which rely on manual processes, spreadsheets, and […]

December 17, 2025·9 min read
Digital Employee Experience
Marianne DavidMarianne David

Workforce Management, Performance Management, and Recruitment

The digital employee experience: A guide for HR leaders

The digital employee experience encompasses every interaction an employee has with an organisation’s digital systems and tools. It spans the full HR lifecycle—from onboarding and daily tasks to collaboration, performance tracking, and offboarding. A seamless digital experience can shape engagement, productivity, retention, and your employer brand. Over the past two decades, many organisations have moved […]

December 15, 2025·6 min read
Talent Acquisition Analytics
Marianne DavidMarianne David

HR Analytics & Insights

Boosting hiring efficiency with talent acquisition analytics

Talent acquisition analytics is the systematic process of gathering, analysing, and visualising recruitment data to inform hiring decisions. It covers every stage of the candidate lifecycle—from sourcing and screening to offer acceptance, onboarding, and early performance forecasting. By focusing on pre-hire processes, this discipline differs from broader HR analytics, which often emphasise post-hire workforce management. […]

December 12, 2025·5 min read
Workforce Demand Forecasting
Marianne DavidMarianne David

HR Analytics & Insights

The complete guide to workforce demand forecasting

Workforce demand forecasting defines the process of predicting future staffing requirements based on historical attendance records, productivity metrics, and evolving business objectives. By analysing patterns in timesheets, absenteeism, and turnover data, organisations can build reliable models that anticipate workforce needs over weekly, monthly, and annual horizons. In modern HR planning, forecasting workforce demand plays a […]

December 10, 2025·10 min read
AI-Powered HR Analytics
Marianne DavidMarianne David

HR Analytics & Insights

Machine Learning in HR analytics: A guide to AI-powered HR insights

Machine Learning in HR analytics applies algorithms that learn from historical data to identify patterns across recruitment, performance, and engagement metrics. It transforms raw HR data into actionable insights by analysing applicant tracking systems (ATS), performance reviews, attendance logs and pulse surveys. Initially focused on descriptive analytics—summarising what occurred—HR teams now leverage predictive models to […]

December 8, 2025·4 min read

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