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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.

  • Integrate human factors requirements into operational hardware.

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

  • 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.

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

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

  • Train users in task techniques or ergonomic principles.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • Inspect work sites to identify physical hazards.

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

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

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

Technologies & Software

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