Demand for AI skills is climbing fast. One analysis found demand for AI skills increased nearly 200 percent in a year, with London accounting for 80 percent of AI-related job postings and nearly two-thirds of all technology vacancies in the UK The Register (Accenture data). That tells you two things before you write a single line of a brief: the market is moving quickly, and it is concentrated.
The wider picture is more measured. Against a subdued 2025 economic backdrop, businesses took a cautious approach to hiring, but there were demand hotspots for specialist skills including AI, data, enterprise applications and cyber security Computer Weekly (tech recruitment outlook 2026). Data governance sits right in that hotspot, which means you are competing for people who have options.
So why read open roles first? Because the market is defining these jobs in real time. If your brief lags behind the live language of hiring by even a few months, you risk describing a role nobody recognises.
Data governance rarely sits on its own. It overlaps with analysis, architecture and systems design, and those adjacent roles are stretched. IT business analysts, architects and systems designers, a group of 193,000 workers, are among the occupations in critical demand, with three out of five indicators in critical demand in 2025 Occupations in demand 2025, Explore Education Statistics, GOV.UK. If your governance hire needs to work alongside those people, you are scoping into a tight supply.
Reading live adverts shows you how employers actually split the work. Some bundle governance with data quality and stewardship. Others separate policy and framework design from hands-on cataloguing and lineage. The titles vary, the seniority varies, and the reporting line matters: does this person sit under a chief data officer, under risk, or under engineering? Open roles answer that before you commit.
The dynamics are shifting too. With AI postings concentrated heavily in London The Register (Accenture data), a London-only brief narrows your pool further. Reading national roles tells you where comparable work is being done remotely or in regional hubs, and widens your options.
Start with the evidence, then build the brief. Read 15 to 20 live roles close to the one you want to fill. Note the recurring responsibilities, the must-have skills, the tools named again and again, and the seniority words employers use. You are looking for the pattern, not a single advert to copy.
Then move quickly. In a market with demand hotspots for data and AI skills Computer Weekly (tech recruitment outlook 2026), the people you want are often in process elsewhere. A sharp brief that reflects real open roles lets you shortlist with confidence and keep the process short.
Once your brief reflects the live market, the next job is reach and speed. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost, through Reed.ai. Ready to scope your data governance hire? Share your brief with us and see your shortlist.
