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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

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • Inspect work sites to identify physical hazards.

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

  • 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.

Technologies & Software

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