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Automation Risk Analysis

Will “Human Factors Ergonomist” be Automated?

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AI Exposure Risk

56%

“Human Factors Ergonomist” 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 Ergonomist” 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

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

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

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

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

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

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

  • Train users in task techniques or ergonomic principles.

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

  • Integrate human factors requirements into operational hardware.

  • 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.

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

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

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

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

  • Inspect work sites to identify physical hazards.

  • 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.

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

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

  • 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.

  • 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.

  • 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.

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

  • 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.

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

Technologies & Software

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