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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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • Integrate human factors requirements into operational hardware.

  • 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.

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

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

  • 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.

  • 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 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.

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

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

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

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

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

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

Technologies & Software

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