AI is changing UK policing. Here's what PoliceAI is building, and the engineers it needs

By Julie Fixter, Client Partnership Consultant, Future Tech Jobs

Most AI jobs ask you to make people click, buy or scroll a bit longer. The work happening inside UK policing right now is different. It's about helping officers get through mountains of evidence faster, spotting harm earlier, and proving the tools are fair before anyone relies on them in court.

At the centre of that is PoliceAI, the new national centre for AI in policing. I've spent time reading everything published about it since it launched, partly because it's one of the most interesting things happening in UK AI, and partly because the College of Policing is advertising one of its key engineering roles with us on Artificial Intelligence Jobs. Here's what PoliceAI is, what it's building, and what it means if you're an AI engineer wondering where your skills could matter most.

What is PoliceAI?

The Home Office launched PoliceAI in June 2026, backed by £75 million over three years. It's part of a wider £140 million investment in AI for policing, and it came out of January's Police Reform White Paper. The centre is hosted by the College of Policing and is set to become part of the planned National Policing Service.

Its job is simple to describe and hard to do: find AI tools that genuinely help officers, test them properly, and then roll them out across forces in England and Wales, rather than leaving each of the 43 forces to work it out alone.

Last week, Alex Murray OBE was confirmed as its director. He began his career on the front line and in CID at West Midlands Police, and became the National Police Chiefs' Council's first lead for AI in 2024. He's said success will be judged by "the difference it makes to the people we serve", not by how much AI policing uses. I like that, because it tells you a lot about the culture.

What it's actually working on

This is the part that surprised me. It isn't futuristic. Most of it is about giving time back to people who are drowning in material.

• Digital evidence. In its first year, PoliceAI is running large pilots in up to 10 forces to help officers triage, disclose and summarise digital evidence, one of the most time-consuming parts of any investigation. The plan is to scale this to every force in 2027.

• Footage and CCTV. In one kidnapping case, 800 hours of footage was reviewed in three hours, which led to an early guilty plea. Separately, AI that redacts audio-visual files is expected to free up 1 million hours a year if all 43 forces use it.

• Translation. Half a million e-books' worth of data was translated instantly in one case, leading to the arrest of a serious organised crime gang.

• Case files and child protection. Current projects include tools to prepare and quality-check case files, and to identify child sexual abuse images.

• AI-enabled crime. A new Policing AI Threat Hub will lead the national response to criminals using AI, including deepfake intimate images, and get deepfake detection tools and training to forces.

Why trust is the real engineering challenge

Here's what makes this different from building AI in most companies. In policing, "it works most of the time" isn't good enough. A translation has to stand up in court. A tool that's less accurate for some groups than others is a serious problem, not a bug to fix next sprint.

So the government has committed that AI models will be independently tested for accuracy and bias. PoliceAI is also developing a public register of the AI tools forces use, in partnership with CENTRIC at Sheffield Hallam University, so people can see where and how AI is being used.

That creates a kind of engineering work you don't see everywhere: building systems that can prove what they do, show where they fall short, and explain themselves to people who aren't technical. Before I worked in tech recruitment I trained in psychodynamic counselling, and one thing it taught me is that trust is earned slowly and lost quickly. That's as true for an AI system as it is for a person.

What this means for AI careers

If you've only ever pictured AI careers in big tech or start-ups, public service AI is worth a proper look. The skills it values are slightly different:

• Evaluation and assurance, not just model building. Knowing how to test a model properly, including one you didn't build, is becoming a career in its own right.

• Translating real problems into technical ones. The best engineers here will spend time with the people who'll use the tools.

• Working across disciplines. PoliceAI's engineers work alongside platform and software engineers, user-centred designers, data scientists and governance colleagues.

• Explaining decisions and risks clearly to people who'll be held accountable for them.

In my experience, people rarely move jobs for the reason on their CV. They move because something matters to them. If you've built good systems for years and quietly wondered who they really helped, this is a corner of AI where that question gets answered every day.

Who PoliceAI recruits

PoliceAI is building a national team from scratch, and it isn't only hiring engineers. This year, the College of Policing has advertised PoliceAI roles across:

• Technical leadership: a Head of Engineering to build and lead the engineering team, and a Head of Data Science and Evaluation to set standards for testing and validating AI systems.

• Engineering: Senior AI Engineers, plus Copilot Developers seconded from serving police forces to build Microsoft Copilot agents and automation.

• Product: Product Managers who each run one of PoliceAI's first-year use cases from development through to live service.

• Research and partnerships: roles connecting policing with universities, international partners, government and innovation networks, including designing a PhD pipeline.

A few things are common across the technical roles I've seen. Most are remote, anywhere in the UK, with some travel. Most are 24-month fixed-term appointments or secondments. Senior technical roles have been advertised at roughly £76,000 to £85,000, with a defined benefit pension on top. And every role needs you to meet the College's nationality, residency and vetting requirements, so check those first.

The shape of the team tells you something. A centre that hires a Head of Data Science and Evaluation, and engineers who build testing tooling, is taking the "prove it works" part seriously.

Hiring now: Senior AI Engineer

The role open right now on Artificial Intelligence Jobs is PoliceAI's Senior AI Engineer. There are two halves to it. You'll lead the design, development and deployment of AI-enabled products, turning policing needs into secure, scalable services. And you'll build the reusable test harnesses and tooling for TEVV (testing, evaluation, verification and validation), checking whether AI products, built in-house or bought from suppliers, are good enough and safe enough for real policing use. You'll report to the Head of Engineering, stay hands-on in code and coach other AI Engineers.

• Salary: £78,000 to £85,000

• Contract: 24-month fixed term for external candidates, which could be extended or made permanent. Secondments are also open to some College, Civil Service and policing colleagues.

• Location: Remote, anywhere in the UK, with some travel

• Pension: Defined benefit scheme with a 28.97% employer contribution

• Vetting: NPPV3, which can take up to 10 weeks

The essentials include proven experience taking complex AI or ML solutions from user need to production, strong Python, AI/ML frameworks and MLOps, and experience building testing or evaluation tooling. You'll also need the right to work in the UK with indefinite leave to remain and a five-year UK address history, so check that before you start.

Three quick tips if you apply. Write your 500-word personal statement as a story about why you want this job, not a checklist. If you've built tooling that proves a model works and shows where it doesn't, lead with it. And note the College's rule on AI: you can use it to help with your application, but every example must come from your own experience. For a role about using AI responsibly, that feels exactly right.

Follow PoliceAI's hiring

You'll find the Senior AI Engineer role, and any new PoliceAI vacancies as they're posted, on the College of Policing company page on Artificial Intelligence Jobs. Set up a job alert there so you hear about the next one first. And if you know someone who'd be brilliant at this, please share it with them. Good people in public service AI make a difference to all of us.

About the author

Julie Fixter is a Client Partnership Consultant at Future Tech Jobs, helping employers and recruitment partners reach specialist talent across AI, quantum, robotics, semiconductors, space and the rest of the FTJ network. She spent seven years in sales at a UK software house before joining FTJ, and trained in psychodynamic counselling, which shapes how she thinks about what candidates actually want from a move. Based in Manchester. Connect with Julie on LinkedIn.