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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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

  • Inspect work sites to identify physical hazards.

  • 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.

  • 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.

  • 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.

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

  • 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.

  • Train users in task techniques or ergonomic principles.

  • 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.

  • Integrate human factors requirements into operational hardware.

Technologies & Software

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