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Automation Risk Analysis

Will “Human Factors Advisor” be Automated?

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AI Exposure Risk

56%

“Human Factors Advisor” 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 Factors Advisor” 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.

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

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

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

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

  • 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.

  • 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.

  • Integrate human factors requirements into operational hardware.

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

  • 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.

  • 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.

  • 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.

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

  • 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.

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

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

  • Train users in task techniques or ergonomic principles.

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

  • 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.

  • 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.

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  • Usability testing software
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  • Simulation software
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  • Inclinometers
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  • Microphones
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  • Digital video cameras
  • Video goggles
  • Touch screen monitors
  • Desktop computers
  • Electrocardiography EKG monitors
  • Noise meters
  • Exercise treadmills
  • Digital force gauges
  • Flight simulation equipment
  • Velometers
  • Algometers
  • Heart rate monitors
  • Oxygen analyzers
  • Octave band analyzers
  • Haptic devices
  • Manual blood pressure measurement equipment
  • Digital audio recorders
  • Sling psychrometers
  • Anthropometers
  • Hand dynamometers
  • Light meters
  • Electromagnetic motion analysis systems
  • Lumbar motion monitors
  • Isokinetic dynamometers
  • Torsiometers
  • Personal computers
  • Computer laser printers
  • Heat stress meters
  • Motion capture systems
  • Goniometers or arthrometers
  • Laptop computers
  • Video projectors
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  • Interactive whiteboards
  • Hand sensor gloves
  • Push/pull dynamometers