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Automation Risk Analysis

Will “Fitness Coach” be Automated?

Historical Context: Oxford Study (2013)

Ranked #134 of 702. Estimated risk: 4.5%

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AI Exposure Risk

55%

“Fitness Coach” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

34%

“Fitness Coach” 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 34% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Health Education Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide and manage health education programs that help individuals, families, and their communities maximize and maintain healthy lifestyles. Use data to identify community needs prior to planning, implementing, monitoring, and evaluating programs designed to encourage healthy lifestyles, policies, and environments. May link health systems, health providers, insurers, and patients to address individual and population health needs. May serve as resource to assist individuals, other health professionals, or the community, and may administer fiscal resources for health education programs.

Avg. Annual Salary $71,700
Avg. Hourly Wage $34.47
Available Jobs (US) 65,150
Job Title & Hierarchy Code (SOC) Health Education Specialists #21-1091
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Health Education Specialists”

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Core Skills & Abilities

  • Develop operational plans and policies necessary to achieve health education objectives and services.

  • Design and conduct evaluations and diagnostic studies to assess the quality and performance of health education programs.

  • Develop, prepare, and coordinate grant applications and grant-related activities to obtain funding for health education programs and related work.

  • Provide program information to the public by preparing and presenting press releases, conducting media campaigns, or maintaining program-related Web sites.

  • Design and administer training programs for new employees and continuing education for existing employees.

  • Develop, conduct, or coordinate health needs assessments and other public health surveys.

  • Develop and maintain cooperative working relationships with agencies and organizations interested in public health care.

  • Develop and maintain health education libraries to provide resources for staff and community agencies.

  • Document activities and record information, such as the numbers of applications completed, presentations conducted, and persons assisted.

  • Provide guidance to agencies and organizations on assessment of health education needs and on development and delivery of health education programs.

  • Supervise professional and technical staff in implementing health programs, objectives, and goals.

  • Maintain databases, mailing lists, telephone networks, and other information to facilitate the functioning of health education programs.

  • Develop and present health education and promotion programs, such as training workshops, conferences, and school or community presentations.

  • Prepare and distribute health education materials, such as reports, bulletins, and visual aids, to address smoking, vaccines, and other public health concerns.

  • Develop educational materials and programs for community agencies, local government, and state government.

  • Collaborate with health specialists and civic groups to determine community health needs and the availability of services and to develop goals for meeting needs.

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  • LogMeIn GoToWebinar
  • Blackbaud The Raiser's Edge
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  • Personal digital assistants PDA
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  • Liquid crystal display LCD projectors
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  • Laptop computers
  • Photocopying equipment
  • Desktop computers
  • Overhead display projectors