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Automation Risk Analysis

Will “Human Factors Specialist” be Automated?

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AI Exposure Risk

56%

“Human Factors 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%

“Human Factors 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

  • 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 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.

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

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

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

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

  • 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.

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

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

  • Integrate human factors requirements into operational hardware.

  • 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.

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

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

  • 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.

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

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

  • Inspect work sites to identify physical hazards.

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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