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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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • 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.

  • Inspect work sites to identify physical hazards.

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

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

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

  • Train users in task techniques or ergonomic principles.

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

Technologies & Software

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