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Automation Risk Analysis

Will “Ergonomist” be Automated?

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AI Exposure Risk

56%

“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%

“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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

  • Inspect work sites to identify physical hazards.

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

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

  • 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.

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

  • 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.

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

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

  • Train users in task techniques or ergonomic principles.

Technologies & Software

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