Is a Tax Collector job safe from AI?

Only partly. A Tax Collector scores 68/100 (medium risk). AI can already handle a meaningful share of the tasks, so the safest path is shifting toward the judgment, relationship, and oversight parts of the role.

When will AI be able to do a Tax Collector's job?

Based on AI's measured task-completion horizon (METR, doubling ~every 4.3 months), AI reaches this role's core complexity ~9 months. That projects the capability — actual adoption usually lags it.

How accurate is the Tax Collector AI-risk score?

It's a transparent, computed estimate — directionally useful, not a guarantee. It blends six labor and AI-exposure signals (O*NET, BLS, Eloundou task exposure, AIOE, the Anthropic Economic Index, and physical-automation data). See the methodology page for the full formula.

A Tax Collector carries a 68/100 AI replacement risk (medium). AI can already handle routine documentation and reporting; Judgment in ambiguous situations still needs a person. Of exposed work, ~68% is automation vs 32% augmentation. Capability clock: ~9 months. (ReplacedYet AI-Risk Index, 2026 data.)

Will AI replace a Tax Collector?

AI replacement risk: 68/100 (medium risk). Moderate exposure — AI automates routine parts; judgment and relationships remain human.

Timeline: 2028–2031. Of the exposed work, roughly 68% is likely to be automated and 32% augmented. $1.6B/yr of US wages sit in highly-exposed work for this role.

AI/software exposure: 75%. Robot/physical-automation exposure: 6%.

Capability clock: AI's measured task horizon reaches this role's core complexity (~23.9h of human work) ~9 months — projected from METR's ~4.3-month doubling.

Pressure Index: 44/100 (low) — blends risk, demand trend, and real-world evidence. Job postings down 3% vs 2020.

AI tools targeting this role

Document & records AI — form processing, records lookup, and constituent FAQs

Layoff signal: low — Public-sector roles are slower to change; AI is being piloted for administrative workflows.

Tasks at risk

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

Tasks that still need a human

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

Skills that protect you

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

Safer adjacent careers

Building Inspector (10%) · Caseworker (13%) · Social Services Assistant (13%) · Health Inspector (24%)

Frequently asked questions

Will AI replace Tax Collectors?: A Tax Collector carries a 68/100 AI replacement risk (medium). AI can already handle routine documentation and reporting; Judgment in ambiguous situations still needs a person. Of exposed work, ~68% is automation vs 32% augmentation. Capability clock: ~9 months. (ReplacedYet AI-Risk Index, 2026 data.)
Is a Tax Collector job safe from AI?: Only partly. A Tax Collector scores 68/100 (medium risk). AI can already handle a meaningful share of the tasks, so the safest path is shifting toward the judgment, relationship, and oversight parts of the role.
When will AI be able to do a Tax Collector's job?: Based on AI's measured task-completion horizon (METR, doubling ~every 4.3 months), AI reaches this role's core complexity ~9 months. That projects the capability — actual adoption usually lags it.
How accurate is the Tax Collector AI-risk score?: It's a transparent, computed estimate — directionally useful, not a guarantee. It blends six labor and AI-exposure signals (O*NET, BLS, Eloundou task exposure, AIOE, the Anthropic Economic Index, and physical-automation data). See the methodology page for the full formula.

Category: Government · Methodology · Download the dataset

ReplacedYet AI-Risk Index. Last updated 2026-06-27. AI-estimated and directionally useful, not a guarantee.