Agriculture, forestry, fishing and hunting
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Learn More about AI Risk in Agriculture, forestry, fishing and hunting
Explore the impact of artificial intelligence on the Agriculture, forestry, fishing and hunting industry. This page highlights which occupations are most at risk of automation and AI disruption within this sector. Use these insights to understand the evolving landscape, identify high-risk roles, and make informed, future-ready career decisions in Agriculture, forestry, fishing and hunting.
The Agriculture, Forestry, Fishing, and Hunting industry encompasses a diverse array of activities pivotal to food production, natural resource management, and environmental stewardship. It includes the cultivation of crops and livestock (agriculture), sustainable harvesting of timber (forestry), extraction of aquatic species from wild habitats (fishing), and regulated wildlife procurement (hunting). Organizations within this sector range from family-owned farms and fisheries to large agricultural conglomerates, forest product companies, and game reserves. This industry not only provides the foundational elements of our diets but also plays a critical role in rural economies, job creation, and the maintenance of ecosystems. By integrating innovative practices and conservation efforts, this sector continually adapts to meet the growing demands of a global population while striving to preserve the natural balance.
Occupations in Agriculture, forestry, fishing and hunting
- Facilities ManagersMedium49.28%Plan, direct, or coordinate operations and functionalities of facilities and buildings. May include surrounding grounds or multiple facilities of an organization's campus.
- Biofuels Production ManagersMedium54.44%Manage biofuels production and plant operations. Collect and process information on plant production and performance, diagnose problems, and design corrective procedures.
- Wind Energy Operations ManagersMedium56.93%Manage wind field operations, including personnel, maintenance activities, financial activities, and planning.
- Electrical and Electronics DraftersMedium56.65%Prepare wiring diagrams, circuit board assembly diagrams, and layout drawings used for the manufacture, installation, or repair of electrical equipment.
- ForestersMedium47.18%Manage public and private forested lands for economic, recreational, and conservation purposes. May inventory the type, amount, and location of standing timber, appraise the timber's worth, negotiate the purchase, and draw up contracts for procurement. May determine how to conserve wildlife habitats, creek beds, water quality, and soil stability, and how best to comply with environmental regulations. May devise plans for planting and growing new trees, monitor trees for healthy growth, and determine optimal harvesting schedules.
- Food Science TechniciansMedium63.32%Work with food scientists or technologists to perform standardized qualitative and quantitative tests to determine physical or chemical properties of food or beverage products. Includes technicians who assist in research and development of production technology, quality control, packaging, processing, and use of foods.
- Forest and Conservation TechniciansMedium40.64%Provide technical assistance regarding the conservation of soil, water, forests, or related natural resources. May compile data pertaining to size, content, condition, and other characteristics of forest tracts under the direction of foresters, or train and lead forest workers in forest propagation and fire prevention and suppression. May assist conservation scientists in managing, improving, and protecting rangelands and wildlife habitats.
- Directly supervise and coordinate activities of workers engaged in firefighting and fire prevention and control.
- FirefightersLow13.98%Control and extinguish fires or respond to emergency situations where life, property, or the environment is at risk. Duties may include fire prevention, emergency medical service, hazardous material response, search and rescue, and disaster assistance.
- Enforce fire regulations, inspect forest for fire hazards, and recommend forest fire prevention or control measures. May report forest fires and weather conditions.
- Mix or apply pesticides, herbicides, fungicides, or insecticides through sprays, dusts, vapors, soil incorporation, or chemical application on trees, shrubs, lawns, or crops. Usually requires specific training and state or federal certification.
- Animal TrainersLow22.96%Train animals for riding, harness, security, performance, or obedience, or for assisting persons with disabilities. Accustom animals to human voice and contact, and condition animals to respond to commands. Train animals according to prescribed standards for show or competition. May train animals to carry pack loads or work as part of pack team.
- Animal CaretakersMedium38.26%Feed, water, groom, bathe, exercise, or otherwise provide care to promote and maintain the well-being of pets and other animals that are not raised for consumption, such as dogs, cats, race horses, ornamental fish or birds, zoo animals, and mice. Work in settings such as kennels, animal shelters, zoos, circuses, and aquariums. May keep records of feedings, treatments, and animals received or discharged. May clean, disinfect, and repair cages, pens, or fish tanks.
- Order ClerksHigh80.71%Receive and process incoming orders for materials, merchandise, classified ads, or services such as repairs, installations, or rental of facilities. Generally receives orders via mail, phone, fax, or other electronic means. Duties include informing customers of receipt, prices, shipping dates, and delays; preparing contracts; and handling complaints.
- Word Processors and TypistsHigh83.45%Use word processor, computer, or typewriter to type letters, reports, forms, or other material from rough draft, corrected copy, or voice recording. May perform other clerical duties as assigned.
- Directly supervise and coordinate the activities of agricultural, forestry, aquacultural, and related workers.
- Animal BreedersMedium34.20%Select and breed animals according to their genealogy, characteristics, and offspring. May require knowledge of artificial insemination techniques and equipment use. May involve keeping records on heats, birth intervals, or pedigree.
- Grade, sort, or classify unprocessed food and other agricultural products by size, weight, color, or condition.
- Agricultural Equipment OperatorsMedium49.56%Drive and control equipment to support agricultural activities such as tilling soil; planting, cultivating, and harvesting crops; feeding and herding livestock; or removing animal waste. May perform tasks such as crop baling or hay bucking. May operate stationary equipment to perform post-harvest tasks such as husking, shelling, threshing, and ginning.
- Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.
- Attend to live farm, ranch, open range or aquacultural animals that may include cattle, sheep, swine, goats, horses and other equines, poultry, rabbits, finfish, shellfish, and bees. Attend to animals produced for animal products, such as meat, fur, skins, feathers, eggs, milk, and honey. Duties may include feeding, watering, herding, grazing, milking, castrating, branding, de-beaking, weighing, catching, and loading animals. May maintain records on animals; examine animals to detect diseases and injuries; assist in birth deliveries; and administer medications, vaccinations, or insecticides as appropriate. May clean and maintain animal housing areas. Includes workers who shear wool from sheep and collect eggs in hatcheries.
- Forest and Conservation WorkersLow29.06%Under supervision, perform manual labor necessary to develop, maintain, or protect areas such as forests, forested areas, woodlands, wetlands, and rangelands through such activities as raising and transporting seedlings; combating insects, pests, and diseases harmful to plant life; and building structures to control water, erosion, and leaching of soil. Includes forester aides, seedling pullers, tree planters, and gatherers of nontimber forestry products such as pine straw.
- Logging Equipment OperatorsMedium49.47%Drive logging tractor or wheeled vehicle equipped with one or more accessories, such as bulldozer blade, frontal shear, grapple, logging arch, cable winches, hoisting rack, or crane boom, to fell tree; to skid, load, unload, or stack logs; or to pull stumps or clear brush. Includes operating stand-alone logging machines, such as log chippers.
- Diagnose, adjust, repair, or overhaul farm machinery and vehicles, such as tractors, harvesters, dairy equipment, and irrigation systems.
- Wind Turbine Service TechniciansMedium47.24%Inspect, diagnose, adjust, or repair wind turbines. Perform maintenance on wind turbine equipment including resolving electrical, mechanical, and hydraulic malfunctions.
- Biofuels Processing TechniciansMedium54.54%Calculate, measure, load, mix, and process refined feedstock with additives in fermentation or reaction process vessels and monitor production process. Perform, and keep records of, plant maintenance, repairs, and safety inspections.
- Recycling and Reclamation WorkersMedium40.67%Prepare and sort materials or products for recycling. Identify and remove hazardous substances. Dismantle components of products such as appliances.