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Automation Risk Analysis

Will “Board Certified Ergonomist” be Automated?

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AI Exposure Risk

56%

“Board Certified 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%

“Board Certified 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

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

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

  • Train users in task techniques or ergonomic principles.

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

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

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

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

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

  • Integrate human factors requirements into operational hardware.

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Inspect work sites to identify physical hazards.

  • 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.

  • 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.

  • 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.

Technologies & Software

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