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Automation Risk Analysis

Will “Ergonomics Specialist” be Automated?

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AI Exposure Risk

56%

“Ergonomics Specialist” 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%

“Ergonomics Specialist” 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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Inspect work sites to identify physical hazards.

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

  • Integrate human factors requirements into operational hardware.

  • 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.

  • 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.

  • Train users in task techniques or ergonomic principles.

  • 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.

  • 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.

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

Technologies & Software

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