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Automation Risk Analysis

Will “Usability Specialist” be Automated?

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AI Exposure Risk

56%

“Usability Specialist” 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 Specialist” 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

  • Train users in task techniques or ergonomic principles.

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

  • Inspect work sites to identify physical hazards.

  • 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.

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

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

  • 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.

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

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

  • 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.

  • Integrate human factors requirements into operational hardware.

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