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Automation Risk Analysis

Will “Engineer” be Automated?

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AI Exposure Risk

56%

“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%

“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

  • 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.

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

  • 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.

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

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

  • Inspect work sites to identify physical hazards.

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

  • 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.

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

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

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

  • 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.

  • Train users in task techniques or ergonomic principles.

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

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

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

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

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

  • Integrate human factors requirements into operational hardware.

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

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

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

  • 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.

Technologies & Software

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