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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

  • 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.

  • 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.

  • Integrate human factors requirements into operational hardware.

  • 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.

  • Inspect work sites to identify physical hazards.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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