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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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

  • 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.

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

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

  • Train users in task techniques or ergonomic principles.

  • 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.

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

  • Integrate human factors requirements into operational hardware.

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

  • 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.

  • 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.

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

  • 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.

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

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

Technologies & Software

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