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Automation Risk Analysis

Will “Human Factors Advisor” be Automated?

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AI Exposure Risk

56%

“Human Factors Advisor” 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 Advisor” 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

  • Integrate human factors requirements into operational hardware.

  • 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.

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

  • Inspect work sites to identify physical hazards.

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

  • 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.

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

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

  • 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.

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

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

  • Train users in task techniques or ergonomic principles.

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

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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