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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

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

  • 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.

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

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

  • 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.

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

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

  • Inspect work sites to identify physical hazards.

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

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

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

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

  • 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.

  • 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.

  • 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.

  • Integrate human factors requirements into operational hardware.

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

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

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

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

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

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

  • Train users in task techniques or ergonomic principles.

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

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

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

Technologies & Software

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