Signal

Most UK software teams don't need an "AI engineer" — they need engineers who already use AI tools well

"Generative AI Engineer" was the UK's fastest-growing tech job title through 2025, but 2026 hiring data shows most organisations are still prioritising traditional software engineers who use AI tools well over specialists hired to build AI models from scratch — a distinction worth knowing before you write a job spec or brief a development partner.