Will AI replace data analysts?

Likely.

Ask an AI a question in plain English and it writes the SQL and draws the chart. Very exposed.

AI-proof score

21/100

At risk

AI can already do much of this work.

Easy to automateNeeds a human

Our estimate from published research, not a prediction about you or any employer. How we score jobs

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Realistic moves from data analyst into work that’s much harder to automate.

74Fairly safe

Degree plus Qualified Teacher Status (PGCE, School Direct, SCITT or teacher degree apprenticeship).

65Fairly safe

Level 4 Diploma (e.g. CII or LIBF), then working under an FCA-authorised firm.

65Fairly safe

Usually by working up through the business. Leadership apprenticeships are common.

Six ratings feed the score. Four protect a job from AI and two expose it. How we score jobs

Hands-onProtects: Skilled physical work in the real world
Unpredictable settingsProtects: Every site, home or patient is different
Human touchProtects: Trust, care or persuasion face to face
AccountabilityProtects: Licensed or high-stakes — someone has to sign it off
Screen-basedExposes: Work done on a computer with text, data or images
RoutineExposes: Repeatable, rules-based tasks