In January, LinkedIn released its annual list of Australia’s fastest growing roles, with AI Engineer ranked number one and Director of AI ranked fourth. This reflects AI moving from pilot projects into production, with greater leadership focus. A Reserve Bank of Australia survey found firms expect continued investment in AI to lift productivity and reshape the skills they are hiring for, reinforcing demand for roles that connect models, data, platforms and risk.
Delivery increasingly cuts across engineering, data, cyber, legal and operations. Reserve Bank liaison findings highlight regulation, legacy systems and access to skills as binding constraints, requiring tighter coordination to realise value from new technology. Government workforce planning mirrors this approach by treating data, digital and cyber as an integrated capability set rather than separate functions.
ICT work has shifted from isolated projects to integrated delivery, with AI embedded in everyday systems. Whizdom is seeing sustained demand across AI, data, platform and cyber roles as organisations focus on reliable delivery within complex environments.
Data teams are moving closer to product and operations so AI services can draw on live, trusted data. Platform teams face pressure to integrate modern tools into legacy systems not designed for rapid change, while security teams are expanding their remit to manage data and AI risk across mixed technology stacks. Demand remains concentrated in major cities and reinforced by government workforce planning, reflecting a shift towards connected capability rather than standalone roles.
The Reserve Bank notes firms expect AI to change role mix and skills over time, while also pointing to uncertainty and regulatory complexity as barriers to productivity gains. This creates ambiguity in job titles and scope, slowing recruitment. Government workforce planning similarly emphasises growing specialist capability and modernising recruitment across data, digital and cyber.
As a result, hiring has changed. It is difficult to recruit for roles that are still taking shape. Starting with purpose helps. Before writing a job description, clarity on outcomes, decision making and escalation often provides more value than long lists of technical skills. Candidates who can explain how they operated under pressure or navigated unfamiliar work tend to give a clearer signal than those relying on terminology alone.
These constraints are more pronounced in security‑cleared hiring. Roles often need to be defined earlier, approval paths are slower, and the available talent pool is smaller. Recruiters with clearance experience spend more time upfront clarifying role purpose, delivery context and risk boundaries. Greater emphasis is placed on judgement, adaptability and experience operating in regulated environments to reduce the risk of misalignment once roles are approved.
Whizdom works in security‑cleared environments where trust and assurance matter. As an ISO 9001 certified, 100% Australian owned and operated business with no foreign influence, and a Defence Industry Security Program member, Whizdom supports hiring within clearance, panel and compliance requirements.
Job hugging makes the market look calm while it resets. That calm is built on risk management, not loyalty. The danger is misreading the stillness and reacting late. In 2026, the employers who struggle will not be the ones with movement. They will be the ones who mistook stillness for health. Clean up the signals now and plan for a faster phase. Government and Defence agencies must deliver within strict access, oversight and workforce requirements while responding to changing demands. Roles still need to be defined early to meet clearance, classification and funding requirements, but the work they support increasingly shifts once delivery is underway. Approval timelines limit flexibility, raising the cost of poor scoping. As capability converges across AI, data, platform and cyber domains, workforce planning has become closely tied to delivery outcomes.
Private sector organisations face similar pressures, with more flexibility but less margin for misalignment. Defence primes in particular, balance evolving delivery needs with fixed contract scopes and security requirements, increasing demand for people who can operate across systems, manage risk and support continuity over long‑term programs.
With 20 years of experience across government, Defence and regulated industries, Whizdom operates in environments where roles must be delivered within clearance, panel and governance constraints. This experience supports hiring that reflects how work is delivered in practice, while remaining aligned with workforce frameworks and compliance requirements.
Demand for AI engineering and leadership remains strong, alongside continued growth in data, DevOps and cyber capability. The challenge is less about identifying emerging roles and more about fitting them into delivery models, approvals and workforce structures that were designed for more stable work. Organisations that align role definition and hiring decisions to real delivery context will be better positioned to maintain momentum as capability continues to change.
Deepa Bargur is the ACT State Manager at Whizdom and a senior ICT recruitment leader with more than fifteen years of experience supporting Canberra’s technology workforce. he specialises in helping professionals secure contract and permanent roles and brings deep expertise in IT labour hire across government and industry.
Connect with Deepa on LinkedIn to keep up with her work.
