Trades

Heavy Equipment Operator

Based on 36 assessments

18% Low risk

Average realistic automation risk across all Heavy Equipment Operator profiles in the dataset.

Raw potential
33%
Realistic risk
18%
Research benchmark ?
9%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 36 profiles. Middle half of Heavy Equipment Operators score between 14% and 22%.

0% 50% 100%
p10 · 11%
26% · p90
On-screen work 5%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 28%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 38%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 28%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Heavy Equipment Operator, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Operating heavy machinery (e.g., bulldozers, excavators, loaders) to move earth, debris, or materials at construction sites, mines, or landfills
deep expertise social element
33% DA 5%
Coordinating with ground crew or signal persons using hand signals, radios, or verbal communication to ensure safe and efficient operations
some context needed
16% AA 0%
Performing routine maintenance tasks such as greasing parts, replacing worn components, or cleaning equipment to ensure operational readiness
13% AA 3%
Reading and interpreting blueprints, grade stakes, or GPS-based guidance systems to determine excavation depths, slopes, or material placement
12% AD 39%
Performing pre-operation inspections of equipment, checking fluid levels, tires, tracks, and safety features before starting work
8% AD 32%
Transporting equipment between job sites using trailers or low-loaders, including securing loads and navigating roads safely
7% AA 0%
Responding to unexpected conditions (e.g., underground utilities, weather changes) by adjusting operations or reporting hazards to supervisors
deep expertise social element
6% AD 20%
Documenting work progress, hours operated, fuel usage, and any equipment issues in logs or digital reporting systems
2% DD 88%

Work as a Heavy Equipment Operator? Map your specific role.

Start assessment →