AI & ML

Synthetic Data Engineer

Creates artificial datasets that train AI without exposing real data

£55k-£105k Regulation-driven

What it involves

Generates statistically realistic fake data using generative models and simulation techniques so AI can be trained without accessing sensitive personal information.

Skills & knowledge needed

Data generationGANs/diffusion modelsPrivacy engineeringStatistical validationPython

Why it's emerging now

Privacy laws and data scarcity force teams to create high-quality training data artificially.

More AI & ML roles

LLM Fine-tuning EngineerAdapts foundation models to specialist domains and company needs MLOps EngineerKeeps machine learning models running reliably in production AI Safety ResearcherStudies risks and alignment of advanced AI systems RAG Systems EngineerBuilds AI systems that retrieve knowledge before generating answers

Discover your Career DNA Browse all 400 emerging jobs