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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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • Integrate human factors requirements into operational hardware.

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

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

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

  • Inspect work sites to identify physical hazards.

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

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

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

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

  • 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.

  • Train users in task techniques or ergonomic principles.

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

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

  • 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.

Technologies & Software

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