Introduction to AI in Recruitment
Understand the tools. Manage the risks. Build the case for smarter recruitment
Artificial Intelligence is rapidly changing Talent Acquisition. From market research and sourcing to content creation, candidate communications, interview preparation and data analysis, AI has the potential to improve productivity and reshape how recruitment work gets done.
But adopting AI is not simply about finding the latest tool.
TA and HR professionals also need to understand where AI genuinely adds value, where human judgement must remain central, and how to manage issues such as privacy, confidentiality, bias, transparency and governance.
Introduction to AI in Recruitment is a practical half-day program designed specifically for Talent Acquisition and HR practitioners. It cuts through the hype to explore how AI is being used across recruitment, practical tools and use cases, the risks and ethical considerations, and how to make informed decisions about adopting new technology.
The aim is not to replace human judgement, but to understand how AI can be used to enhance human capability and create smarter, more efficient recruitment practices – a principle that sits at the heart of any HR or Corporate planning process.
Course at a Glance
Duration: Half Day
Delivery: Live Online Public Course or In-house Corporate Program
Experience Level: Foundation to Intermediate
Designed for: Talent Acquisition, Recruitment and HR professionals
In-house Delivery: Available Australia-wide and tailored to your organisation
Is Introduction to AI in Recruitment right for you?
This course is designed for TA and HR professionals who want to better understand Artificial Intelligence and its practical application within recruitment.
No advanced technical or AI knowledge is required. The program is equally relevant for practitioners who are beginning to experiment with AI and those already using tools such as generative AI but wanting a more structured understanding of their opportunities, limitations and risks.
It is particularly useful for professionals who are being asked questions such as:
Where should we be using AI? What tools are available? What information is safe to put into AI? How do we manage bias? How do we know whether a new tool is worth investing in? And how do we build the business case?
The program is suitable for:
- Hiring Managers and People Leaders
- Team Leaders and Supervisors
- New and emerging managers
- Managers who regularly sit on interview or selection panels
- Organisations wanting to establish a more consistent and professional approach to recruitment.
Benefits for Individuals
Participants will build practical AI literacy specifically within a recruitment and HR context.
Rather than focusing on the technology itself, the program helps participants understand how to apply AI to real TA activities, how to critically evaluate AI-tools and or generated outputs, and where greater caution or human oversight is required.
Participants will also leave with greater confidence to contribute to organisational and hiring manager conversations about AI, technology investment, governance and the future design of recruitment.
Benefits for Organisations
Building AI capability within TA and HR is not simply about technology adoption. It is about ensuring practitioners can identify opportunities, evaluate risks and make informed decisions about where and what technology can genuinely improve recruitment.
The program can help organisations:
- improve productivity by identifying opportunities to automate or accelerate repetitive TA activities
- create smarter recruitment workflows and more time for strategic and stakeholder-facing work
- build greater confidence in the responsible and ethical use of AI
- reduce risks associated with privacy, confidentiality, bias and inappropriate AI use
- improve the organisation’s ability to evaluate emerging recruitment technologies
- strengthen the business case for technology investment and process change
- improve candidate and Hiring Manager experience without losing the human element of recruitment
- build a more informed, future-ready TA or HR function.
These benefits also include smarter workflows, responsible use, reduced technology-enabled bias, better technology evaluation and stronger strategic capability within TA
Workshop Overview
This highly practical half-day workshop introduces participants to the opportunities, applications and risks of AI in recruitment.
Participants explore where AI can add value across the recruitment lifecycle, experiment with practical use cases and tools, examine ethical and governance considerations, and consider how new technology should be evaluated and introduced within an organisation.
Importantly, the program moves beyond “What is AI?” to the more useful organisational question:
“Where should we use AI in recruitment – and where shouldn’t we?”
Modules include
AI Fundamentals - What AI Is and Isn't
An accessible introduction to AI and Generative AI, common terminology and how these technologies are changing recruitment and HR.
Participants also explore common failure modes including hallucinations, overconfidence, bias amplification and confidentiality leakage.
AI Across the Recruitment Lifecycle
Mapping where AI can potentially support recruitment activities including market research, sourcing, content and advert development, candidate communications, interview preparation, shortlisting, assessments, analysis and administration.
Participants consider where AI provides the greatest potential value and where the level of risk or required human oversight increases
Practical AI Tools - “Cool Tools for TA”
A practical exploration of current AI and recruitment technology tools and their potential applications.
Rather than simply providing a list of technology, the session considers what problem each tool solves, how it could improve a recruitment workflow and whether it provides sufficient value to warrant further investigation.
Smarter TA Workflows & Productivity
Exploring how AI and automation can reduce repetitive work and create more time for higher-value activities such as stakeholder partnering, candidate engagement and strategic Talent Acquisition
Ethics, Bias & “Bias in the Machine”
Understanding how bias can be embedded, reproduced or amplified through algorithms, datasets, automated screening and AI-generated content.
Participants consider how to question outputs and retain fair, inclusive and evidence-based recruitment practices.
Privacy, Confidentiality & Responsible AI
What should and shouldn’t – go into an AI tool?
This section explores candidate personal information, confidential organisational information, record keeping, transparency and the importance of maintaining defensible recruitment decisions.
The AI Traffic Light framework
GREEN – Safe to use | AMBER – Use with review/caution | RED – Don’t use
This template gives participants a practical tool to take away and use in their own workplace, rather than simply telling them to “use AI responsibly.
Evaluating AI & Recruitment Technology
Not every new AI tool deserves investment.
Participants learn how to assess potential AI technologies against factors such as:
Business Need • Usability • Integration • Data Security • Candidate Experience • Inclusion • Cost • Expected Value • Bias in the machine
This program starts shifting HR and TA practitioners from technology consumers to informed technology buyer/adviser.
Building the Business Case for Change
How do you move from “this looks like a great tool” to a credible organisational proposal?
Participants consider the recruitment problems they are trying to solve, expected benefits, costs, risks, implementation requirements and the stakeholders who may need to be involved – including HR, IT, procurement, legal, privacy and senior leaders
Your AI Action Plan
The session concludes by identifying practical next steps: what to explore, what to trial and what safeguards need to be in place.
For an in-house program, this can include development of an initial 30-day AI adoption plan with appropriate guardrails.
Learning Outcomes
Upon completion of this course, participants will be able to:
- xplain the role of AI and Generative AI within modern recruitment and HR.
- Identify practical AI use cases across the recruitment lifecycle.
- Recognise where AI can improve productivity and streamline TA workflows.
- Explore current and emerging AI and recruitment technology tools.
- Recognise common AI limitations and failure modes.
- Understand key privacy, confidentiality, ethical and governance considerations.
- Recognise how AI can introduce or amplify bias within recruitment.
- Apply a practical framework for evaluating emerging AI and recruitment technologies.
- Identify where human judgement and oversight should remain central.
- Develop the foundations of a business case for AI or technology-enabled change.
- Identify practical next steps for the responsible adoption of AI within recruitment.
This dedicated course gives participants a much greater depth around risk, governance, evaluation and business case development.
What's Included?
Participants receive:
- Comprehensive participant workbook
- AI in Recruitment use-case framework
- Practical AI and HR Tech resources
- AI risk and governance tools
- Technology evaluation framework
- Business-case and implementation considerations
- Bonus AI/HR Tech tools and resource pack
- Certificate of Completion.
Your current half-day course already provides a workbook, HR Tech links/tools resource pack and certificate of completion.
Delivery Options
Option 1 – Live Online Public Course
Ideal for individual Talent Acquisition, Recruitment and HR professionals who want a practical introduction to AI and its application within recruitment.
The live, facilitator-led format provides opportunities to explore tools, discuss real-world use cases and learn alongside other TA and HR practitioners.
Half Day | Live Online | Interactive & Practical | Scheduled Dates Throughout the Year
Option 2 – In-house Training for Organisations
or organisations wanting to build AI capability across their Talent Acquisition or HR team, the program can be delivered exclusively for your organisation.
It can be tailored around your:
Current Recruitment Process • ATS & HR Technology • Existing AI Tools • AI/Technology Policies • Privacy & Governance Requirements • TA Workflows • Business Priorities • Candidate Experience
Practical examples, scenarios and activities can then be designed around the organisation’s actual recruitment environment, which is also the tailoring approach set out in your Hydro proposal.
How to Book
Organisations
Want to build AI capability across your management team?
Talk to TAAA about an in-house Introduction to AI in Recruitment program tailored to your organisation’s technology, recruitment processes, governance requirements and priorities tailored to your organisation and delivered at your workplace.