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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

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

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

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

  • 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.

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

  • Train users in task techniques or ergonomic principles.

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

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

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

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

  • 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.

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

  • 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.

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

  • Integrate human factors requirements into operational hardware.

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

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

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

  • 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.

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

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

Technologies & Software

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