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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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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