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Automation Risk Analysis

Will “Usability Engineer” be Automated?

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AI Exposure Risk

56%

“Usability 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%

“Usability 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.

  • Integrate human factors requirements into operational hardware.

  • 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.

  • Inspect work sites to identify physical hazards.

  • 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.

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

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

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

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

  • Train users in task techniques or ergonomic principles.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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