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Automation Risk Analysis

Will “Human Factors Engineer” be Automated?

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AI Exposure Risk

56%

“Human Factors Engineer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Human Factors Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Human Factors Engineers and Ergonomists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design objects, facilities, and environments to optimize human well-being and overall system performance, applying theory, principles, and data regarding the relationship between humans and respective technology. Investigate and analyze characteristics of human behavior and performance as it relates to the use of technology.

Job Title & Hierarchy Code (SOC) Human Factors Engineers and Ergonomists #17-2112.01
ℹ️

Data is based on the reference occupation: “Human Factors Engineers and Ergonomists”

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Core Skills & Abilities

  • Design or evaluate human work systems, using human factors engineering and ergonomic principles to optimize usability, cost, quality, safety, or performance.

  • Design cognitive aids, such as procedural storyboards or decision support systems.

  • Develop or implement research methodologies or statistical analysis plans to test and evaluate developmental prototypes used in new products or processes, such as cockpit designs, user workstations, or computerized human models.

  • Integrate human factors requirements into operational hardware.

  • Prepare reports or presentations summarizing results or conclusions of human factors engineering or ergonomics activities, such as testing, investigation, or validation.

  • Write, review, or comment on documents, such as proposals, test plans, or procedures.

  • Apply modeling or quantitative analysis to forecast events, such as human decisions or behaviors, the structure or processes of organizations, or the attitudes or actions of human groups.

  • Perform functional, task, or anthropometric analysis, using tools, such as checklists, surveys, videotaping, or force measurement.

  • Establish system operating or training requirements to ensure optimized human-machine interfaces.

  • Review health, safety, accident, or worker compensation records to evaluate safety program effectiveness or to identify jobs with high incidence of injury.

  • Recommend workplace changes to improve health and safety, using knowledge of potentially harmful factors, such as heavy loads or repetitive motions.

  • Develop or implement human performance research, investigation, or analysis protocols.

  • Assess the user-interface or usability characteristics of products.

  • 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.

  • Inspect work sites to identify physical hazards.

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

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

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

  • Perform statistical analyses, such as social network pattern analysis, network modeling, discrete event simulation, agent-based modeling, statistical natural language processing, computational sociology, mathematical optimization, or systems dynamics.

  • 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 systems.

  • Conduct interviews or surveys of users or customers to collect information on topics, such as requirements, needs, fatigue, ergonomics, or interfaces.

  • Train users in task techniques or ergonomic principles.

  • Conduct research to evaluate potential solutions related to changes in equipment design, procedures, manpower, personnel, or training.

  • Analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.

  • Estimate time or resource requirements for ergonomic or human factors research or development projects.

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

Technologies & Software

  • Microsoft Excel
  • Dynamic hypertext markup language DHTML
  • Python
  • Claude (Anthropic)
  • TechSmith Morae
  • IBM SPSS Statistics
  • Graphical user interface GUI design software
  • Data Translation quickDAQ
  • AutoCAD AI
  • Word processing software
  • MathWorks Simulink
  • National Instruments LabVIEW
  • Debugging software
  • Perplexity AI
  • Nova (Amazon)
  • Dassault Systemes CATIA
  • Noldus Information Technology uLog Pro
  • Gemini (Google)
  • Dassault Systemes SolidWorks
  • Mangold LogSquare
  • Extensible markup language XML
  • Llama (Meta)
  • C++
  • Mistral (Mistral AI)
  • Adobe InDesign
  • Ovo Studios Ovo Logger
  • jQuery
  • Cascading style sheets CSS
  • Regression testing software
  • Mangold Soundalyzer
  • GitHub Copilot
  • Microsoft Outlook
  • Microsoft Visual Basic
  • Computer aided design CAD software
  • AJAX
  • Adobe Dreamweaver
  • Altia Design
  • SAS
  • Microsoft Office software
  • The MathWorks MATLAB
  • TechSmith Camtasia
  • Thought Technology BioGraph Infiniti
  • ChatGPT (OpenAI)
  • DeepSeek
  • Adobe Acrobat
  • Autodesk AI
  • User interface design software
  • Microsoft Internet Explorer
  • Noldus Information Technology FaceReader
  • Linux
  • Qwen (Alibaba)
  • JavaScript Object Notation JSON
  • Mozilla Firefox
  • JavaScript
  • Grok (xAI)
  • Autodesk AutoCAD
  • Adobe Illustrator
  • Microsoft PowerPoint
  • Dartfish ProSuite
  • Simulation software
  • Mangold INTERACT
  • Statistical software
  • ANSYS AI Simulation
  • Apple Safari
  • Usability testing software
  • Hypertext markup language HTML
  • Triangle Research Collaborative Observational Coding System OCS Tools
  • Adobe Creative Cloud software
  • R
  • Microsoft Word
  • Bit Debris Solutions Usability Activity Log
  • AEMC DataView
  • Gemini Code Assist
  • Adobe Photoshop
  • Seeing Machines faceLAB
  • Oracle Java
  • Noldus Information Technology The Observer XT
  • Kimi (Moonshot AI)
  • Atlassian JIRA
  • Microsoft Visio
  • Anthropometers
  • Electromagnetic motion analysis systems
  • Goniometers or arthrometers
  • Electronic distance measuring devices
  • Laptop computers
  • Hand sensor gloves
  • Digital force gauges
  • Inclinometers
  • Noise meters
  • Colorimeters
  • Body fat measurement calipers
  • Laser Doppler flowmeters
  • Electrocardiography EKG monitors
  • Torsiometers
  • Touch screen monitors
  • Microphones
  • Video projectors
  • Exercise treadmills
  • Flight simulation equipment
  • Desktop computers
  • Electroencephalography EEG equipment
  • Video goggles
  • Heat stress meters
  • Personal computers
  • Interactive whiteboards
  • Automated blood pressure measurement equipment
  • Hand dynamometers
  • Computer laser printers
  • Haptic devices
  • Light meters
  • Heart rate monitors
  • Velometers
  • Digital video cameras
  • Algometers
  • Isokinetic dynamometers
  • Digital audio recorders
  • Oxygen analyzers
  • Motion capture systems
  • Manual blood pressure measurement equipment
  • Tablet computers
  • Lumbar motion monitors
  • Push/pull dynamometers
  • Sling psychrometers
  • Electromyograph processing systems
  • Octave band analyzers