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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

  • 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.

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

  • Inspect work sites to identify physical hazards.

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

  • Integrate human factors requirements into operational hardware.

  • Train users in task techniques or ergonomic principles.

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

Technologies & Software

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