Topic guide

Data and AI apprenticeships in the UK: the funded Level 3 to 5 routes, how they work, and who they're for

How data and AI apprenticeships work in the UK: the funded Level 3 to 5 routes, how they compare to bootcamps and self-study, and how employers use the levy to upskill existing staff at little or no upfront cost.

By James Cotton · Last updated 16 August 2026

Apprenticeships are the UK's funded route into data and AI skills: Level 3 to Level 5 qualifications delivered on the job, paid for through the Growth & Skills Levy rather than out of pocket. For employers they're a way to upskill existing staff in-role at little or no upfront cost; for professionals they're a route to a recognised qualification without stepping out of work or into debt.

This topic gathers what we publish on how these funded programmes actually work: the differences between the Level 3, 4 and 5 routes, how they compare to bootcamps and self-study, how the levy funding works for employers, and how to tell which route fits a given team or career stage. The view running through all of it: you get good at data and AI by doing the real work in the job, with coaching from people who have done it.

In this topic

GuideApprenticeships for Existing Employees: How to Put Current Staff on a Funded Data or AI ProgrammeCan existing employees do an apprenticeship? Yes, if the job needs significant new skills. The funding test, the pay rules, and what the employer agrees to.GuideBusiness Analyst or Data Analyst Apprenticeship? Choosing Between the Two Level 4 Standards by the Work, Not the TitleThe Level 4 business analyst and data analyst apprenticeships side by side: duties, funding, assessment, starts, and the funding rule that decides between them.GuideThe Level 4 Business Analyst Apprenticeship (ST0117): What It Covers, How It Is Assessed and What Changes in April 2027ST0117, the level 4 business analyst apprenticeship, for employers and adults: its 15 duties, the £18,000 band, 348 hours, the assessment and the 2027 revision.GuideData Analyst Apprenticeships: Who Can Take One in England and How to Get OneWho can start a data analyst or other data apprenticeship in England: the age, residency and job rules, what you pay and are paid, and the two ways to get one.GuideData Apprenticeships in England: Level 3, 4 and 5 ComparedLevel 3 data technician, Level 4 data analyst or Level 5 data engineer? How to pick a data apprenticeship by the work a role can supply, with bands and hours.GuideLevel 3 Data Technician Apprenticeship (ST0795): the Standard, the AI in It and the AssessmentWhat the Level 3 Data Technician apprenticeship (ST0795) asks for, where AI and prompt engineering sit, how it is assessed, what it costs and who starts it.GuideLevel 4 Data Analyst Apprenticeship (ST0118): What It Covers and How It Is AssessedST0118, the Level 4 Data Analyst apprenticeship, for employers and adults weighing it: who it suits, entry, the £15,000 band, 370 hours and the assessment.GlossaryApprenticeship standardWhat an apprenticeship standard is, who sets it, and how it determines funding, training content and end-point assessment for a UK apprenticeship.GlossaryCo-investmentCo-investment is the share of apprenticeship training costs an employer pays when government funding doesn't cover the full price. Here's who pays what, and when.GlossaryEnd-point assessmentEnd-point assessment (EPA) is the final, independent check that an apprentice has met the standard's requirements. Here's who runs it, how it's paid for, and how it's assessed.GlossaryFunctional SkillsFunctional Skills are Ofqual-regulated English and maths qualifications apprentices can use to meet the Level 2 requirement. Here's how they work and who needs them.GlossaryGrowth & Skills LevyThe Growth & Skills Levy is the UK employer tax that funds apprenticeship training: here's who pays it, how the funds work, and what's changing.GlossaryHigher Technical QualificationA Higher Technical Qualification is a Level 4 or 5 technical qualification approved by Skills England, sitting between A-levels and a full degree.GlossaryLevy transferThe levy transfer lets a levy-paying employer gift up to 50% of unused Growth & Skills Levy funds to another business to fund apprenticeship training.GlossaryOff-the-job trainingOff-the-job training is protected learning time built into every apprenticeship, funded through the levy or co-investment. Here's how it works and who pays.GuideGrowth & Skills Levy: Data Engineering (Level 5)How the Growth & Skills Levy (formerly the Apprenticeship Levy) funds a Level 5 data engineering apprenticeship (ST1386): the £19,000 band, the 418 protected off-the-job hours read as real capability work, who pays what by employer type and age, and who regulates it now.GuideLevel 4 AI Apprenticeship England: Which Level, and Which StandardThere is more than one Level 4 AI apprenticeship standard in England, and the level number is not the real decision. What the current ST1512 standard is, how it is funded, the full level ladder, and the one test that tells you whether a level fits.GuideData Analyst Apprenticeship vs Bootcamp: Which Should You Choose?A UK comparison of the data analyst apprenticeship and bootcamp routes: funding, time, qualifications and measured outcomes, and how to pick the route that fits your situation.