A Data Analyst carries a 47/100 AI replacement risk (medium). AI can already handle routine documentation and reporting; Judgment in ambiguous situations still needs a person. Of exposed work, ~53% is automation vs 47% augmentation. Capability clock: ~2.6 years (2029). (ReplacedYet AI-Risk Index, 2026 data.)

Will AI replace a Data Analyst?

AI replacement risk: 47/100 (medium risk). Moderate exposure — AI automates routine parts; judgment and relationships remain human.

Timeline: 2030–2034. Of the exposed work, roughly 53% is likely to be automated and 47% augmented. $6.9B/yr of US wages sit in highly-exposed work for this role.

AI/software exposure: 60%. Robot/physical-automation exposure: 0%.

Capability clock: AI's measured task horizon reaches this role's core complexity (~826.5h of human work) ~2.6 years (2029) — projected from METR's ~4.3-month doubling.

Pressure Index: 53/100 (medium) — blends risk, demand trend, and real-world evidence. Job postings down 30% vs 2020.

AI tools targeting this role

• GitHub Copilot — AI code completion and generation
• Cursor — AI-native multi-file code editing

Layoff signal: moderate — AI coding tools raise per-engineer output, with some companies citing slower junior hiring.

Tasks at risk

• Routine documentation and reporting — AI drafts and formats standard documents for a Data Analyst automatically.
• Information lookup and summarization — LLMs retrieve and summarize the references a Data Analyst relies on in seconds.
• Repetitive, rules-based tasks — Predictable parts of a Data Analyst’s workflow are increasingly automated.

Tasks that still need a human

• Judgment in ambiguous situations — A Data Analyst still applies human judgment where rules run out.
• Relationships and accountability — Trust and responsibility in a Data Analyst’s role stay human.

Skills that protect you

• Work alongside AI tools — A Data Analyst who directs AI outperforms one who competes with it.
• Specialize and deepen expertise — Harder-to-automate niches protect a Data Analyst.
• Communication and stakeholder skills — The human side of a Data Analyst’s job is the durable part.

Safer adjacent careers

Childcare Worker (5%) · Hairdresser (6%) · Nursing Assistant (6%) · Teaching Assistant (6%)

Related jobs

Network Engineer (46%) · Statistician (49%) · QA / Test Engineer (49%) · Computer Programmer (49%)

Category: Technology · Methodology · Download the dataset

ReplacedYet AI-Risk Index. Last updated 2026-06-26. AI-estimated and directionally useful, not a guarantee.