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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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

  • Inspect work sites to identify physical hazards.

  • Integrate human factors requirements into operational hardware.

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

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

  • 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.

Technologies & Software

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