Occupation baseline · Research consensus

Will AI replace Engineers, All Other?

Lower risk

Baseline AI displacement risk for Engineers, All Other, aggregated from 2 research sources.

What this score means

Engineers, All Other leans toward the safer end for Engineering. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 32 out of 100 it sits close to the Engineering average of 34. Across the 2 sources behind this baseline, individual estimates run from 25 to 41, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

The research behind this score

This baseline aggregates 2 research sources that scored Engineers, All Other for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026
02AI Occupational Exposure to Language Modeling · 2023

Also covers

Application Engineer · Bioengineer · Biomedical Engineer · Coastal Engineer · Commercial Engineer · Consulting Engineer · Corrosion Control Engineer · Design Engineer and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.