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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

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

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

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

  • Train users in task techniques or ergonomic principles.

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

  • 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.

  • Inspect work sites to identify physical hazards.

  • 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.

  • 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.

  • 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.

  • 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.

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

  • Integrate human factors requirements into operational hardware.

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

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

  • 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.

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

  • 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.

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

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

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

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

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

Technologies & Software

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