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Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 59% probability of disruption by generative AI and Large Language Models.
Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 42% likelihood of substitution by advanced robotics systems.
Every occupation has a unique profile. For Biologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research or study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and functions.
Data is based on the reference occupation: “Biologists”
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Supervise biological technicians and technologists and other scientists.
Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.
Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
Develop and maintain liaisons and effective working relations with groups and individuals, agencies, and the public to encourage cooperative management strategies or to develop information and interpret findings.
Develop pest management and control measures, and conduct risk assessments related to pest exclusion, using scientific methods.
Research environmental effects of present and potential uses of land and water areas, determining methods of improving environmental conditions or such outputs as crop yields.
Prepare plans for management of renewable resources.
Communicate test results to state and federal representatives and general public.
Represent employer in a technical capacity at conferences.
Review reports and proposals, such as those relating to land use classifications and recreational development, for accuracy, adequacy, or adherence to policies, regulations, or scientific standards.
Plan and administer biological research programs for government, research firms, medical industries, or manufacturing firms.
Program and use computers to store, process, and analyze data.
Write grant proposals to obtain funding for biological research.
Collect and analyze biological data about relationships among and between organisms and their environment.
Study reactions of plants, animals, and marine species to parasites.
Study and manage wild animal populations.
Study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.
Measure salinity, acidity, light, oxygen content, and other physical conditions of water to determine their relationship to aquatic life.
Teach or supervise students and perform research at universities and colleges.
Prepare requests for proposals or statements of work.
Study aquatic plants and animals and environmental conditions affecting them, such as radioactivity or pollution.
Develop methods and apparatus for securing representative plant, animal, aquatic, or soil samples.