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Automation Risk Analysis

Will “Occupational Ergonomist” be Automated?

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AI Exposure Risk

56%

“Occupational 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%

“Occupational 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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

  • 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.

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

  • 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.

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

  • Integrate human factors requirements into operational hardware.

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

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

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

  • Train users in task techniques or ergonomic principles.

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

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

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

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

  • 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.

  • Inspect work sites to identify physical hazards.

Technologies & Software

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