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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

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

  • Train users in task techniques or ergonomic principles.

  • 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.

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

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

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

  • Inspect work sites to identify physical hazards.

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

  • Integrate human factors requirements into operational hardware.

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

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

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

  • 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.

Technologies & Software

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