AI in Recruitment & HR Decision-Making Compliance

Artificial Intelligence (AI) is transforming recruitment and HR processes, from candidate screening and workforce planning...

4.8(12)
476
2-5 Hours
20
Advanced

About This Course

Artificial Intelligence (AI) is transforming recruitment and HR processes, from candidate screening and workforce planning to performance management and decision-making. However, AI adoption also creates important legal, ethical, privacy, discrimination, and governance risks. The AI in Recruitment & HR Decision-Making Compliance course provides practical, Australia-focused training to help organisations use AI responsibly while protecting employee and candidate rights.

This online course explains key compliance considerations, including AI risk management, algorithmic bias, privacy obligations under the Privacy Act 1988, Australian Privacy Principles (APPs), human oversight, vendor assessment, and responsible AI governance frameworks. Participants will learn how to identify risks, improve transparency, and support fair and ethical AI-assisted HR decisions.

Designed for HR professionals, recruiters, compliance teams, business leaders, legal advisors, and technology professionals, this course provides practical knowledge to help organisations implement AI confidently while meeting evolving Australian compliance expectations.

By completing this course, learners will gain the skills to manage AI-enabled recruitment processes, strengthen governance practices, and build more transparent, fair, and trustworthy workplaces.

What You'll Learn

  • Understand AI, machine learning, and generative AI in HR.
  • Apply AI responsibly across recruitment and hiring processes.
  • Navigate Australian AI, privacy, and employment regulations.
  • Identify and reduce AI bias in recruitment decisions.
  • Protect candidate data and ensure Privacy Act compliance.
  • Use AI-powered recruitment tools ethically and transparently.
  • Conduct AI risk assessments and strengthen governance practices.
  • Manage third-party AI vendors and compliance obligations.
  • Build human oversight into AI-driven HR decision-making.
  • Develop a compliant, ethical, and future-ready AI recruitment strategy.

Who should Take This Course

This course is ideal for:

  • Human Resources Managers
  • Recruiters and Talent Acquisition Specialists
  • People and Culture Professionals
  • Business Owners
  • Compliance Officers
  • Privacy Officers
  • Legal Professionals
  • AI Governance Professionals
  • Risk Managers
  • Technology and IT Leaders
  • Executive Leaders
  • Anyone responsible for AI-enabled recruitment or HR processes

Career opportunities

Knowledge of AI governance and recruitment compliance is increasingly valuable across human resources, compliance, privacy, governance, legal, technology, and organisational leadership. As AI adoption continues to grow, professionals with expertise in responsible AI and HR compliance are becoming highly sought after.

This course can support career development in roles such as:

  • HR Manager
  • Talent Acquisition Manager
  • Recruiter
  • AI Governance Specialist
  • Compliance Officer
  • Privacy Officer
  • Risk Manager
  • People and Culture Manager
  • Legal Advisor
  • HR Business Partner
  • Technology Manager
  • Organisational Development Consultant
  • Chief Human Resources Officer (CHRO)
  • AI Ethics Advisor
  • Governance and Risk Professional

Certification

Certification

Upon successful completion of the course and final assessment, learners will receive a Digital Certificate from Australian Compliance Training. This certificate demonstrates practical knowledge of AI governance, recruitment compliance, ethical AI, and Australian workplace obligations.

Certification

Why Choose Us

  • Gain practical, workplace-ready knowledge of AI governance in recruitment and HR decision-making.
  • Understand Australia's evolving legal, privacy, employment, and AI compliance requirements.
  • Learn how to identify and reduce AI bias, discrimination, and automated decision-making risks.
  • Develop practical skills to implement responsible AI, human oversight, and ethical recruitment practices.
  • Strengthen your understanding of Privacy Impact Assessments (PIAs), AI risk assessments, and governance frameworks.
  • Learn how to evaluate AI vendors, manage third-party risks, and maintain ongoing compliance.
  • Study real-world Australian workplace scenarios and practical case studies that can be applied immediately.
  • Study online at your own pace with flexible, self-paced learning from any device.
  • Complete knowledge assessments to reinforce learning and improve workplace confidence.
  • Receive a Digital Certificate from Australian Compliance Training upon successful completion.

Compliance and Regulatory Alignment

This course supports awareness and understanding of Australian AI, privacy, employment, and governance obligations, including:

  • Privacy Act 1988 (Cth)
  • Australian Privacy Principles (APPs)
  • Fair Work Act 2009 (Cth)
  • Sex Discrimination Act 1984 (Cth)
  • Disability Discrimination Act 1992 (Cth)
  • Age Discrimination Act 2004 (Cth)
  • Racial Discrimination Act 1975 (Cth)
  • Australian Human Rights Commission guidance
  • Australian Government AI Ethics Principles
  • Privacy Impact Assessment (PIA) Frameworks
  • AI Governance and Risk Management Best Practices
  • Responsible AI and Human Oversight Principles

Course Curriculum

6 sections20 lectures2-5 Hours
▶ Topic 1: Understanding Artificial Intelligence, Machine Learning, and Generative AI in Modern Recruitment
▶ Topic 2: AI Applications Across the Employee Lifecycle: Recruitment, Hiring, Promotion, Performance, and Workforce Planning
▶ Topic 3: Australia's Legal and Regulatory Framework for AI in HR Decision-Making
▶ Topic 4: AI Governance Principles, Human Oversight, and Organisational Accountability
▶ Quiz
▶ Topic 1: Privacy Act 1988, Australian Privacy Principles (APPs), and Automated Decision-Making Requirements
▶ Topic 2: Managing Candidate Data, Sensitive Information, Biometric Data, and Cross-Border Data Transfers
▶ Topic 3: Algorithmic Bias, Fairness, Transparency, Explainability, and Human-Centred AI
▶ Topic 4: Ethical AI Recruitment Practices, Candidate Rights, and Responsible Data Governance
▶ Quiz
▶ Topic 1: AI-Assisted Job Advertising, Talent Sourcing, and Candidate Attraction
▶ Topic 2: AI Resume Screening, Candidate Ranking, Skills Matching, and Interview Technologies
▶ Topic 3: AI-Enabled Assessments, Psychometric Testing, Video Interviewing, and Decision Support Systems
▶ Topic 4: Human Review, Reasonable Adjustments, Documentation, and Defensible Hiring Decisions
▶ Quiz
▶ Topic 1: Identifying and Managing Legal, Privacy, Discrimination, and Employment Risks
▶ Topic 2: Vendor Due Diligence, Third-Party AI Procurement, Contract Management, and AI Assurance
▶ Topic 3: AI Governance Frameworks, Internal Policies, Monitoring, Auditing, and Continuous Compliance
▶ Topic 4: Incident Response, AI Complaints, Regulatory Investigations, and Organisational Accountability
▶ Quiz
▶ Topic 1: Developing an AI Governance Strategy for Recruitment and HR Functions
▶ Topic 2: AI Risk Assessments, Privacy Impact Assessments, and Human Rights Impact Assessments
▶ Topic 3: Preparing for Emerging Australian AI Regulations, International Standards, and Global Best Practices
▶ Topic 4: Building Responsible, Transparent, Ethical, and Compliant AI Recruitment Systems for Long-Term Organisational Success
▶ Quiz

Frequently Asked Questions


AI in recruitment refers to the use of artificial intelligence to support hiring activities such as candidate sourcing, resume screening, interview scheduling, skills matching, assessments, and workforce planning.


Yes. Organisations using AI in recruitment must comply with Australian laws relating to privacy, discrimination, employment, and data protection, while also following emerging AI governance principles and best practices.


Common risks include algorithmic bias, discrimination, privacy breaches, poor data governance, lack of transparency, inadequate human oversight, and reliance on inaccurate or unfair automated decisions.


This course is ideal for HR professionals, recruiters, compliance officers, privacy professionals, legal teams, AI governance specialists, business owners, managers, and anyone responsible for AI-enabled HR processes.


This course helps organisations adopt AI responsibly by strengthening governance, improving compliance, reducing legal and privacy risks, supporting ethical recruitment practices, and building trust with candidates and employees.

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