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Automation Risk Analysis

Will “Ergonomic Specialist” be Automated?

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AI Exposure Risk

56%

“Ergonomic Specialist” 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%

“Ergonomic Specialist” 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

  • 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.

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

  • Train users in task techniques or ergonomic principles.

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

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

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

  • Integrate human factors requirements into operational hardware.

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

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

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

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

  • 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.

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

  • Inspect work sites to identify physical hazards.

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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

Technologies & Software

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