Module 1: Navigating the Talent Economy & Future of Work

• Understanding the Macro Shifts
• AI Disruption: Redefining Hiring
• Global Talent Mobility & Borderless Work
• Portfolio Careers & the Gig Economy

Module 2: The Machine Learning Foundations of Modern Recruitment

• How Recruitment Technology Evolved: From ATS to AI
• Core Concepts: Machine Learning, NLP, and Large Language Models
• How AI Learns from Hiring Data
• Training Data, Signals, and Model Quality

Module 3: AI in Recruitment: Capabilities, Tools, and Limits

• What Is AI in Recruitment? Core Concepts and Terminology
• AI Capabilities: Sourcing, Screening, and Beyond
• Inside the Black Box: NLP, Machine Learning, and Generative AI in Hiring
• Where AI Falls Short: Understanding the Limits

Module 4: Skills-Based Hiring & Capability Mapping

• Why Skills, Not Just Credentials: The Limits of Degree-Based Hiring
• Building a Skills Taxonomy: Core, Adjacent, and Transferable Skills
• Adjacency Hiring and Reskilling Pathways for Internal Mobility
• Hiring for Potential: Assessing Learning Agility and Growth

Module 5: Data-Driven Recruitment & Talent Analytics

• From Intuition to Evidence: What Data-Driven Recruitment Means
• The Metrics That Matter: A Recruiter's Measurement Toolkit
• Predictive and Prescriptive Analytics in Hiring
• Building the Recruiting Dashboard: Funnels, KPIs, and Targets

Module 6: Modern Sourcing Strategies for a Global Talent Pool

• The Modern Sourcing Landscape
• Going Global: The Borderless Talent Pool
• AI-Powered Sourcing: Tools and Techniques
• Building and Nurturing the Global Talent Pipeline

Module 7: Generative AI and Conversational Recruiting Tools

• The Generative AI Landscape for Recruiters
• Prompt Engineering for Talent Acquisition
• Chatbots and Conversational Candidate Screening
• Automating Job Descriptions, Outreach, and Content

Module 8: The New Resume: Digital Career Identity & Skills Validation

• From Static Resume to Digital Career Identity
• Skills as the New Currency: Validating Real Capability
• The Verification Stack: Badges, Credentials, and Blockchain
• How AI Reads and Verifies a Digital Identity

Module 9: The Future of Interviews: From AI Assistants to Job Auditions

• From Screening Call to AI-Assisted Audition
• Designing the Structured Job Audition
• Asynchronous Video Interviews and AI Scoring
• Keeping Humans in the Loop: Governing the AI Interview

Module 10: Employer Branding in the Talent Marketplace

• The Employer Brand in a Candidate-Driven Market
• Building and Segmenting the Employee Value Proposition
• Activating the Brand: Channels, Content, and AI Amplification
• Measuring Employer Brand and Proving Recruitment ROI