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Comparison · dataset August 2026

Accountant vs Construction Laborer: which is more exposed to AI?

56 points apart. These are not comparable risk profiles.

Accountant sits at 71% time-weighted AI exposure against 15% for Construction Laborer, a 56-point gap driven by the 51% of accountant work time that current models can already substitute outright. Construction Laborer holds a larger human-critical core — 92% of the role's time sits in work like "use hand and power tools" that models score poorly on. The two sit in different families — Business & Finance and Trades & Construction — so any move between them is a career change, not a lateral step.

56PP GAP

Seven dimensions, side by side.

METRICACCOUNTANTCONSTRUCTION LABORERDELTA
AI exposure71%15%56pp gap
Resilience score47/10093/10046pt gap
Substitutable work time51%0%Fully automatable today
Human-critical work time26%92%Models score poorly here
Median salary$78k$46k$32k apart
10-year growth4%4%Accountant
US workforce1.4M1.6MBLS OEWS
Task level

What actually creates the gap.

Accountants spend 51% of their time-weighted week on tasks a current model can produce end-to-end, against 0% for Construction Laborers. The single largest contributor is "data entry and transaction recording", graded at 97% and worth 15% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.

Accountant
MOST EXPOSED TASKS
  • Data entry and transaction recording97% · 15% time
  • Reconcile accounts92% · 12% time
  • Generate financial statements88% · 10% time
  • Tax return preparation81% · 14% time
HUMAN-CRITICAL CORE
  • Stakeholder communications14% · 7% time
  • Fraud investigation18% · 5% time
  • Strategic financial advisory21% · 14% time
Construction Laborer
MOST EXPOSED TASKS
    HUMAN-CRITICAL CORE
    • Use hand and power tools4% · 24% time
    • Move materials and prepare work areas6% · 28% time
    • Assist skilled trades on-site8% · 18% time
    What transfers

    Both roles lean on procedural, judgement — that is the part of your experience that travels intact. The real divide is manual: Construction Laborers score 98 there against 8 for Accountants, a 90-point spread. That is the gap you would actually have to close.

    DIMENSIONACCOUNTANTCONSTRUCTION LABORER
    Manual898
    Cognitive7432
    Procedural9276
    Switching between them
    HighDIFFICULTY

    Neither role lists the other as a mapped adjacent career, and the capability profiles sit 41 points apart on average. Treat a move between them as a genuine career change with a retraining cost, not as a hedge against AI exposure.

    Score your own exposure in 8 questions →

    Common questions.

    Is Accountant or Construction Laborer more at risk from AI?

    Accountant. It scores 71% time-weighted AI exposure against 15% for Construction Laborer — a 56-point gap. 51% of accountant work time is already fully substitutable by current models, versus 0% for Construction Laborers.

    Which pays more, Accountant or Construction Laborer?

    Accountant, by roughly $32k at the median ($78k versus $46k). Note that the higher-paying role here is also the more AI-exposed one, which matters if you are weighing pay against durability.

    Can a accountant switch to being a construction laborer?

    Neither role lists the other as a mapped adjacent career, and the capability profiles sit 41 points apart on average. Treat a move between them as a genuine career change with a retraining cost, not as a hedge against AI exposure.

    Which role is growing faster, Accountant or Construction Laborer?

    Both are projected at 4% over ten years (as fast as avg).

    Methodology
    Scores are time-weighted across each role's canonical O*NET tasks, graded against current frontier-model capability. How we score.