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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

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

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

  • 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.

  • 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.

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

  • Inspect work sites to identify physical hazards.

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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

  • Integrate human factors requirements into operational hardware.

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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