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Automation Risk Analysis

Will “Ergonomics Consultant” be Automated?

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AI Exposure Risk

56%

“Ergonomics Consultant” 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 Consultant” 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

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

  • 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.

  • 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.

  • 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.

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

  • Inspect work sites to identify physical hazards.

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

  • Integrate human factors requirements into operational hardware.

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

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

  • Train users in task techniques or ergonomic principles.

  • 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 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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