Resilient

Last Update: 10/7/2026

AI Resilience Score for Human Factors Engineer:

72.7%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

High

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient human factors engineering and ergonomics work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For human factors engineers, 6 of 8 sources had data. The AI exposure sources mostly agreed: Anthropic and Will Robots Take My Job rated human contribution as High, while AI Resilience Model and OpenAI Signals landed at Medium, nudging confidence to medium-high. Strong hiring and pay outlooks pushed the score up, earning a "Resilient" label.

AI Resilience Report forHuman Factors Engineers and Ergonomists

$102,440 median salary•23,100 annual openings•SOC Code: 17-2112.01

Human Factors Engineers and Ergonomists are more resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Human factors engineers and ergonomists earn a "Resilient" label because the heart of their work, which is understanding how real people think, move, and experience their environments, requires empathy, ethical judgment, and human insight that AI simply cannot replicate. While AI is genuinely useful for tasks like analyzing video footage, crunching large datasets, and flagging injury risks, ergonomists still need to step in to interpret those findings, advocate for workers, and make sure the recommendations actually fit the messy, complicated reality of human lives.

Learn more about how you can thrive in this position

This role is resilient

Human factors engineers and ergonomists earn a "Resilient" label because the heart of their work, which is understanding how real people think, move, and experience their environments, requires empathy, ethical judgment, and human insight that AI simply cannot replicate. While AI is genuinely useful for tasks like analyzing video footage, crunching large datasets, and flagging injury risks, ergonomists still need to step in to interpret those findings, advocate for workers, and make sure the recommendations actually fit the messy, complicated reality of human lives.

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Analysis of current AI resilience

Human Factors Engineer

Updated quarterly

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Latest AI news for Human Factors Engineer

These articles provide valuable insights for students pursuing careers in Human Factors Engineering and Ergonomics. For instance, Jenna Korentsides’ success at Apple highlights how integrating human factors with AI can lead to exciting job opportunities. Additionally, the discussion on human-AI teaming emphasizes the growing importance of interaction-centered design, fostering trust and improved decision-making in complex environments. Understanding these trends can help students stay resilient in a rapidly evolving field, ensuring they remain relevant and competitive as AI continues to shape the landscape of ergonomics.

More Career Info

Career: Human Factors Engineers and Ergonomists

They design products and workplaces to be more comfortable and safe by studying how people interact with them.

Employment & Wage Data

Median Wage

$102,440

Jobs (2025)

365,100

Growth (2025-35)

+12.4%

Annual Openings

23,100

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

85% ResilienceCore Task

Operate testing equipment, such as heat stress meters, octave band analyzers, motion analysis equipment, inclinometers, light meters, thermoanemometers, sling psychrometers, or colorimetric detection ...

2

82% ResilienceCore Task

Provide 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.

3

80% ResilienceCore Task

Advocate for end users in collaboration with other professionals, including engineers, designers, managers, or customers.

4

78% ResilienceCore Task

Investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats.

5

75% ResilienceCore Task

Integrate human factors requirements into operational hardware.

6

72% ResilienceCore Task

Provide human factors technical expertise on topics, such as advanced user-interface technology development or the role of human users in automated or autonomous sub-systems in advanced vehicle system...

7

70% ResilienceCore Task

Collect data through direct observation of work activities or witnessing the conduct of tests.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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