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Automation Risk Analysis

Will “User Interface Designer (UI Designer)” be Automated?

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AI Exposure Risk

56%

“User Interface Designer (UI Designer)” 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%

“User Interface Designer (UI Designer)” 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 cognitive aids, such as procedural storyboards or decision support systems.

  • Inspect work sites to identify physical hazards.

  • 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.

  • 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.

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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

  • Train users in task techniques or ergonomic principles.

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

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

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

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

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

  • Integrate human factors requirements into operational hardware.

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

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

Technologies & Software

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