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Automation Risk Analysis

Will “Cognitive Engineer” be Automated?

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AI Exposure Risk

56%

“Cognitive Engineer” 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%

“Cognitive Engineer” 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

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

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

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

  • 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.

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

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

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

  • Inspect work sites to identify physical hazards.

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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