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Automation Risk Analysis

Will “Certified Professional Ergonomist” be Automated?

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AI Exposure Risk

56%

“Certified Professional 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%

“Certified Professional 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

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

  • 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.

  • 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.

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

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

  • Integrate human factors requirements into operational hardware.

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

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

  • Inspect work sites to identify physical hazards.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Train users in task techniques or ergonomic principles.

  • 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.

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

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

Technologies & Software

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