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Automation Risk Analysis

Will “Ergonomic Consultant” be Automated?

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AI Exposure Risk

56%

“Ergonomic 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%

“Ergonomic 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

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

  • 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.

  • 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.

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

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

  • Inspect work sites to identify physical hazards.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • Train users in task techniques or ergonomic principles.

  • 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.

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

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

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

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

  • Integrate human factors requirements into operational hardware.

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

Technologies & Software

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