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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

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

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

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

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

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

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

  • 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.

  • Integrate human factors requirements into operational hardware.

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • Train users in task techniques or ergonomic principles.

  • Inspect work sites to identify physical hazards.

  • 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

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