Occupation baseline · Research consensus
Will AI replace Human Factors Engineers and Ergonomists?
Baseline AI displacement risk for Human Factors Engineers and Ergonomists, aggregated from 6 research sources.
What this score means
Human Factors Engineers and Ergonomists 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 38 out of 100 it sits close to the Engineering average of 36. Across the 6 sources behind this baseline, individual estimates run from 14 to 52, 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
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Human Factors Engineers and Ergonomists, most central first, showing 12 of 26.
- 01Collect data through direct observation of work activities or witnessing the conduct of tests.
- 02Conduct interviews or surveys of users or customers to collect information on topics, such as requirements, needs, fatigue, ergonomics, or interfaces.
- 03Advocate for end users in collaboration with other professionals, including engineers, designers, managers, or customers.
- 04Inspect work sites to identify physical hazards.
- 05Prepare reports or presentations summarizing results or conclusions of human factors engineering or ergonomics activities, such as testing, investigation, or validation.
- 06Recommend workplace changes to improve health and safety, using knowledge of potentially harmful factors, such as heavy loads or repetitive motions.
- 07Perform functional, task, or anthropometric analysis, using tools, such as checklists, surveys, videotaping, or force measurement.
- 08Provide technical support to clients through activities, such as rearranging workplace fixtures to reduce physical hazards or discomfort or modifying task sequences to reduce cycle time.
- 09Assess the user-interface or usability characteristics of products.
- 10Establish system operating or training requirements to ensure optimized human-machine interfaces.
- 11Integrate human factors requirements into operational hardware.
- 12Review health, safety, accident, or worker compensation records to evaluate safety program effectiveness or to identify jobs with high incidence of injury.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 6 research sources that scored Human Factors Engineers and Ergonomists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 04Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 05GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 06AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Human Factors Engineers and Ergonomists?
- Published research puts Human Factors Engineers and Ergonomists at 38 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Human Factors Engineers and Ergonomists?
- Only partly. Individual estimates for Human Factors Engineers and Ergonomists run from 14 to 52 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which engineering roles face similar AI exposure?
- The closest published engineering roles to Human Factors Engineers and Ergonomists by score are Architects, Except Landscape and Naval (38/100), Environmental Engineering Technologists and Technicians (38/100), and Environmental Engineers (38/100). Each has its own page with the research behind its number.
Also covers
Board Certified Ergonomist · Certified Professional Ergonomist · Cognitive Engineer · Engineer · Engineering Psychologist · Ergonomic Consultant · Ergonomic Specialist · Ergonomics Consultant and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
Seniority, sector, and how much of your day is routine all shift the score. Answer a few questions and get your personal risk score free, no signup.
Get my personal scoreFree · No credit card · No signup
More engineering occupations
- Architects, Except Landscape and Naval38/100
- Environmental Engineering Technologists and Technicians38/100
- Environmental Engineers38/100
- Industrial Engineers38/100
- Mechanical Engineers38/100
- Automotive Engineering Technicians37/100
- Calibration Technologists and Technicians37/100
- Microsystems Engineers37/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.