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Automation Risk Analysis

Will “Interface Designer” be Automated?

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AI Exposure Risk

56%

“Interface 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%

“Interface 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

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

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

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

  • 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.

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

  • Train users in task techniques or ergonomic principles.

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

  • Inspect work sites to identify physical hazards.

  • 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.

  • Integrate human factors requirements into operational hardware.

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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