A Policy Analyst carries a 49/100 AI replacement risk (medium). AI can already handle routine documentation and reporting; Judgment in ambiguous situations still needs a person. Of exposed work, ~60% is automation vs 40% augmentation. Capability clock: ~2.4 years (2028). (ReplacedYet AI-Risk Index, 2026 data.)

Will AI replace a Policy Analyst?

AI replacement risk: 49/100 (medium risk). Moderate exposure — AI automates routine parts; judgment and relationships remain human.

Timeline: 2030–2034. Of the exposed work, roughly 60% is likely to be automated and 40% augmented. $1.3B/yr of US wages sit in highly-exposed work for this role.

AI/software exposure: 62%. Robot/physical-automation exposure: 0%.

Capability clock: AI's measured task horizon reaches this role's core complexity (~628.4h of human work) ~2.4 years (2028) — projected from METR's ~4.3-month doubling.

Pressure Index: 36/100 (low) — blends risk, demand trend, and real-world evidence. Job postings down 8% vs 2020.

AI tools targeting this role

• ChatGPT — drafting, summarizing, and analyzing text
• Microsoft Copilot — general document and data assistance

Layoff signal: low — AI is automating some routine tasks across roles, with exposure varying by how repetitive the work is.

Tasks at risk

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

Tasks that still need a human

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

Skills that protect you

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

Safer adjacent careers

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

Related jobs

Urban Planner (52%) · Legislative Aide (59%) · Tax Examiner (67%) · Court Clerk (70%)

Category: Government · Methodology · Download the dataset

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