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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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

  • 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.

  • Train users in task techniques or ergonomic principles.

  • Integrate human factors requirements into operational hardware.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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