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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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Train users in task techniques or ergonomic principles.

  • Inspect work sites to identify physical hazards.

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

  • 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.

  • 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.

  • Integrate human factors requirements into operational hardware.

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

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

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

  • 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 human performance research, investigation, or analysis protocols.

Technologies & Software

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