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Automation Risk Analysis

Will “Ergonomics Engineer” be Automated?

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AI Exposure Risk

56%

“Ergonomics Engineer” 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%

“Ergonomics Engineer” 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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

  • Inspect work sites to identify physical hazards.

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

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

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

  • Train users in task techniques or ergonomic principles.

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

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

  • 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.

  • Integrate human factors requirements into operational hardware.

  • 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.

  • 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.

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

Technologies & Software

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