Apprenticeship · earn while you train · live UK standard from the careers engine
Careermash
BackApprenticeship
Artificial intelligence (AI) data specialist
Level
7
Master's level
Length
2 yrs
typical
Sector
Digital
Pay
Paid
you earn while training
In a nutshell
Discover new artificial intelligence solutions that use data to improve and automate business processes.
What you'd do
Design and build scalable data pipelines to feed AI and ML models
Define and implement data governance frameworks for AI projects
Monitor data quality and resolve issues affecting model performance
Collaborate with data scientists to engineer features for ML models
Evaluate and recommend cloud data infrastructure for AI workloads
Lead data strategy discussions with senior technical and business stakeholders
Ensure AI data practices comply with ethical and regulatory standards
What you'd learn
Advanced data engineering and pipeline architecture for AI systems
Machine learning data requirements and feature store design
Data governance, quality frameworks, and lineage management
Cloud platforms and distributed computing for large-scale data processing
Ethical data use, bias mitigation, and responsible AI data practices
Statistical methods and mathematical foundations for AI data work
Leading data strategy and influencing AI architecture decisions
Ready to look for a place?
See live Artificial intelligence (AI) data specialist apprenticeship vacancies on the official government service.
A Careermash concept · apprenticeship standard from our careers engine · vacancies via gov.uk.