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Automation Risk Analysis

Will “Human Machine Interface Engineer (HMI Engineer)” be Automated?

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AI Exposure Risk

56%

“Human Machine Interface Engineer (HMI Engineer)” 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%

“Human Machine Interface Engineer (HMI Engineer)” 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.

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • Integrate human factors requirements into operational hardware.

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

  • 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.

  • Inspect work sites to identify physical hazards.

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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