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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

  • Train users in task techniques or ergonomic principles.

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

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

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

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

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

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

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

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

  • Integrate human factors requirements into operational hardware.

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

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

  • 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.

  • 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.

  • 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.

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

  • Inspect work sites to identify physical hazards.

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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