The headline numbers are large and moving. Across AI-related occupations, projections put the net change at roughly 696,000 jobs in an automation scenario and up to 1,072,000 in a technological opportunities scenario, with replacement demand running from 3,077,000 to 3,193,000 jobs the government's AI skills labour market and skills projections. That spread is the point: the same technology can add very different numbers of roles depending on how fast adoption moves.
Demand for the skills behind that shift is rising sharply. 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 analysis of Accenture data reported by The Register. So the opportunity is concentrated, and it is growing faster than most annual workforce plans can keep up with.
At the same time, the wider market is cooling. Early estimates for May to July 2026 suggest a decrease of 6,000 (0.8%) vacancies to 707,000 across the UK the ONS vacancies and jobs bulletin for August 2026. The commentary describes a 'low hire, low fire' market, with weaker recruitment but only slight increases in redundancies, and vacancies below pre-pandemic levels the Low Pay Commission's 2025 report. Two trends pull in opposite directions at once, which is exactly why static assumptions fail.
The professional, scientific and technical sector is where the swing shows up most clearly. In late 2025 it posted the largest volume increase in vacancies, up by 5,000 the ONS vacancies bulletin for November 2025. A few quarters later, professional, scientific and technical activities recorded one of the largest decreases, down 4,000 vacancies the ONS vacancies and jobs bulletin for April to June 2026. A plan anchored to one of those readings would have been pointing the wrong way within months.
Firm size changes the picture too. The largest quarterly vacancy decrease sat with businesses that have 1 to 9 employees, down 8,000 the same ONS bulletin. Smaller employers feel the swings first, so the data that matters to you depends on your size, not just your sector.
Redeployment is becoming a core part of the plan, not an afterthought. In manufacturing, 40% of firms are looking to upskill their existing workforce specifically for redeployment as a result of automation and digitalisation, a figure that rises for firms with more than 1,000 employees the Make UK Executive Survey 2026. Live data decides where that upskilling spend lands.
The flow of hiring is also turning. Permanent placements have stabilised after a 45-month decline, while temporary billings rose for a fourth consecutive month the REC and KPMG Report on Jobs. For an automation plan, that signals when to commit to permanent capability and when to flex with temporary skills.
Start by separating the decisions that live data should drive. The three that move most are role choice, build-or-buy, and timing. Each depends on numbers that change quarter to quarter: total vacancies fell by 76,000 (9.5%) in December 2025 to February 2026 against a year earlier, across 15 of the 18 industry sectors the ONS vacancies bulletin for March 2026. When the market moves that much, a hiring plan needs a refresh cycle measured in weeks, not years.
The practical discipline is simple. Treat the hiring plan as a living document, check it against the latest release, and be ready to move a role from the hire column to the upskill column, or the other way, when the numbers change.
This is where we fit. 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. When the data shifts, you can act on it the same day rather than waiting on the next planning cycle. If you are building an automation hiring plan, tell us the role and let us surface the right people now.
