How to hire for AI-driven roles that are reshaping in 2025

AI is reshaping entire job titles, skill sets, and career paths.

In the last two years, we’ve seen briefs land on our desks that didn’t exist before, while others have completely shifted shape. 

For hiring managers, that means one big challenge: how do you write the proper brief and where do you find the talent when the role itself is evolving in real time?

Here’s what we’re seeing in the market right now, and the steps that are helping our clients fill some of the most challenging roles out there.

Roles that are evolving

Some job titles still exist, but the expectations underneath them are very different from even a couple of years ago:

  • Conversational AI / Chatbot roles – once focused on mapping chat flows, now combining CX design, AI prompt engineering, and analytics.
  • Data Scientist – less often standalone; now merging into Machine Learning Engineer or Applied AI Specialist positions with delivery at the centre.
  • Designers are now expected to work alongside AI-driven design tools (e.g. automated prototyping, generative UI/UX suggestions). The role has shifted from producing assets to curating, refining, and governing AI outputs.
  • CRO Specialist – evolving into Experimentation Lead or Growth Optimisation roles blending analytics, UX, and personalisation.

Roles that didn’t exist two years ago

At the same time, brand new briefs are appearing in our work:

  • AI Product Manager – bridging technical AI capability with commercial outcomes.
  • Prompt Engineer / AI Experience Designer – optimising generative AI interactions.
  • AI Ethics & Governance Lead – particularly in finance and healthcare.
  • Personalisation & Experimentation Lead – blending CRO, behavioural insights, and data science.
  • AI Integration Specialist – embedding LLMs and automation into workflows.
  • Accessibility Program Manager – scaling accessibility as a driver of both compliance and innovation.

Recent data from the World Economic Forum shows that AI and machine learning specialists are among the fastest-growing roles globally in 2025, reflecting what we’re seeing in our client briefs (World Economic Forum, 2025).

Why are these roles harder to fill?

We see two key challenges:

  1. Scarcity of skills – the strongest candidates already have significant roles.
  2. Shifting requirements – briefs can change within months as the technology evolves.

That is why the traditional “advertise and wait” approach does not work. To find the right people, we need to move earlier and cast wider.

According to Magnit Global’s 2025 AI Talent Report, AI and automation role fills doubled year-over-year in Q1 2025, a clear sign of how fierce the competition for this talent has become (Magnit Global, 2025).

What’s working in AI hiring right now?

From our experience, the companies winning this talent are those that:

  • Write transparent and flexible briefs – the best talent will not engage with vague problem statements.
  • Showcase innovation in the process – candidates want to see real-world use cases.
  • Decide quickly – the strongest talent is off the market within 2–3 weeks.
  • Offer creative compensation – innovation-linked bonuses are proving attractive.
    Hire for skills, not perfect CVs – problem-solving ability matters more than matching a checklist.

Takeaways for hiring managers

If you’re planning to hire in this space, here’s what to focus on:

  • Define both current and future skill needs – roles evolve fast.
  • Look at adjacent talent pools – transferable skills are key.
  • Be present in the right communities – AI meetups, experimentation forums, accessibility networks.
  • Run a tight process – from brief to offer, speed is everything.

Final thought

AI is reshaping the hiring landscape faster than most businesses can adapt. Roles are evolving, new ones are emerging, and the skills required rarely sit neatly on a CV.

At Brightbox, we have built a process that meets this challenge head-on. We stay active in specialist communities, listen to candidates every day, and anticipate client needs so we can connect talent to opportunities before the brief is even written.

Our approach helps clients hire with clarity and confidence, securing leaders who can drive transformation and keep their organisations ahead of the curve.

If you’re ready to secure the people who will shape your future, we can help you make it happen.

Contact us. 

Top 10 market signals - across design, marketing, product & engineering

Our ground-level view across all four markets this month.

1. The Australian Bureau of Statistics now counts more than 330,000 unfilled jobs nationally

The shortage spans healthcare, construction, education and technology. It’s the headline reason the government has kept its skilled migration program active while overhauling how the system works this financial year.

2. The government is investing $85.2 million to speed up skills recognition for overseas-trained workers

The funding is aimed at streamlining skills assessments and occupational licensing, cutting the time it takes a qualified overseas hire to start work.

3. The Specialist Skills stream of the new visa can issue a four-year visa in as little as seven days

That applies to applicants earning above the Specialist Skills Income Threshold, currently around $146,700, a bracket most senior engineering, product and marketing leadership hires clear comfortably.

4. Australia’s tech workforce is nearing one million people

The Tech Council of Australia’s Tech Jobs Report 2026 puts the national tech workforce at roughly 977,000 as of November 2025, with regional tech jobs growing faster than metro roles and early-career hiring holding up despite AI adoption.

5. Design teams are adopting AI faster than almost anyone else in tech

The AI in Design 2026 report from Designer Fund and Foundation Capital, based on more than 900 designers across 60-plus countries, found weekly AI use jumped from 54 per cent last year to 91 per cent this year. Half of respondents have already pushed AI-generated code to production. It’s the exact tension this Thursday’s round table is built around: designers can now do more, and most organisations haven’t settled what they should be accountable for as a result.

6. Labour’s share of marketing budgets rose from 21.9 per cent to 24.5 per cent this year

Gartner’s 2026 CMO Spend Survey found this counterintuitive result even as CMOs push more spend toward AI-optimised channels. AI didn’t shrink the labour line. It raised the price of the people who can direct it.

7. Forrester is forecasting 15 per cent of agency jobs will disappear in 2026, almost double last year’s rate

The roles most exposed are clerical, sales and research support. Senior creative and strategy roles are the most protected, which lines up with what we’re seeing in marketing briefs.

8. Every product team surveyed in Productboard’s 2026 AI report is now using AI, saving an average of four hours per task

Ninety-four per cent use it daily or often. The efficiency gain is real, and it’s concentrated in drafting, documentation and research synthesis rather than the decisions that define a senior PM’s value.

9. 98 per cent of product teams have changed, or plan to change, their team structure because of AI

Separate research from Atlassian found prioritisation, planning and advanced analytics remain largely human work even as AI clears the admin. That gap is exactly where the strongest product briefs are being rewritten this quarter.

10. Our own placements this month point to the same underlying pattern across Marketing, Product and Engineering

AI is absorbing execution work. It isn’t making the judgement calls. At the same time, teams are getting leaner, and individual contributors are taking on broader ownership across the full lifecycle rather than handing off between specialists. Between them, those two shifts are changing what “senior” means in a brief.

Meet our top talent this month

Every month, I share a shortlist of candidates worth knowing about.

Not job ads, and not everyone on the market. Just a small group of people I’ve genuinely spent time with, who I’d back to make an impact on the right team.

Take a look at who’s on the showcase this month.

More insights