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Automation Risk Analysis

Will “Fruit or Nut Crops Farm Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Fruit or Nut Crops Farm Manager” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Fruit or Nut Crops Farm Manager” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmers, Ranchers, and Other Agricultural Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate the management or operation of farms, ranches, greenhouses, aquacultural operations, nurseries, timber tracts, or other agricultural establishments. May hire, train, and supervise farm workers or contract for services to carry out the day-to-day activities of the managed operation. May engage in or supervise planting, cultivating, harvesting, and financial and marketing activities.

Avg. Annual Salary $97,240
Avg. Hourly Wage $46.75
Available Jobs (US) 5,910
Job Title & Hierarchy Code (SOC) Farmers, Ranchers, and Other Agricultural Managers #11-9013
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmers, Ranchers, and Other Agricultural Managers”

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Core Skills & Abilities

  • Monitor activities, such as irrigation, chemical application, harvesting, milking, breeding, and grading, to ensure adherence to safety regulations or standards.

  • Analyze market conditions to determine acreage allocations.

  • Evaluate marketing or sales alternatives for products.

  • Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.

  • Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks.

  • Inspect facilities and equipment for signs of disrepair, and perform necessary maintenance work.

  • Hire, supervise, and train support workers.

  • Analyze soil to determine types or quantities of fertilizer required for maximum crop production.

  • Provide information to customers on the care of trees, shrubs, flowers, plants, and lawns.

  • Maintain financial, operational, production, or employment records for farms or ranches.

  • Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads.

  • Coordinate the selection and maintenance of brood stock.

  • Conduct or supervise stock examinations to identify diseases or parasites.

  • Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research.

  • Replace chemical insecticides with environmentally friendly practices, such as adding pest-repelling plants to fields.

  • Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.

  • Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques.

  • Devise and participate in activities to improve fish hatching and growth rates, and to prevent disease in hatcheries.

  • Coordinate clerical, record-keeping, inventory, requisitioning, and marketing activities.

  • Collect and record growth, production, and environmental data.

  • Determine, administer, and execute policies relating to operations administration and standards, facility maintenance, and safety.

  • Obtain financing for and purchase necessary machinery, land, supplies, or livestock.

  • Negotiate with buyers for the sale, storage, or shipment of crops or livestock.

  • Position and regulate plant irrigation systems, and program environmental and irrigation control computers.

  • Prepare reports required by state and federal laws.

  • Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire.

  • Determine types or quantities of crops, plants, or livestock to be grown and raised, based on budgets, federal incentives, market conditions, executive directives, projected sales volumes, or soil conditions.

  • Monitor environments to ensure maintenance of optimum animal or plant life.

  • Direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, and harvesting.

  • Conduct inspections to determine crop maturity or condition or to detect disease or insect infestation.

Technologies & Software

  • Fish stocking databases
  • Staff scheduling software
  • SST Development Group Stratus
  • Ag Connections Land.db
  • Ag Leader Technology SMS Advanced
  • Argos Software ABECAS Insight
  • TapLogic FarmLogic
  • Microsoft Copilot
  • MapShots EASi Suite
  • Kimi (Moonshot AI)
  • Llama (Meta)
  • Microsoft Access
  • Innovative Software Solutions Picas
  • Brihzon Solutions SMART Dairy Resource Planning
  • Notion AI
  • Global Mapper Software Global Mapper
  • Microsoft Word
  • EZ-Ranch
  • Qwen (Alibaba)
  • Microsoft Outlook
  • Trimble Farm Works
  • Microsoft Office software
  • Resource planning software
  • DeepSeek
  • Farm Files Crops
  • Time reporting software
  • i.Agri LandMark Farm
  • AGCO Advanced Technology Solutions Fieldstar
  • Alua Software Paddock Pro
  • Microsoft Visio
  • Stenco Technologies Farm Trends
  • Web browser software
  • Pear Technology Fieldman Farmer
  • Sunrise Software CropSave
  • Email software
  • Midwest MicroSystems Cow Sense
  • Geographic resources analysis support system GRASS
  • Advanced Veterinary Services Ranch Vision
  • SAP software
  • Payroll software
  • Countryside Data Ag Payroll
  • TatukGIS Editor
  • AquaSoft Farm Manager
  • Farm Files Livestock
  • Microsoft PowerPoint
  • Custom Software Group CSG AgroSys
  • Farm Business Software Systems Smart Feeder
  • Vertical Solutions Easy-Farm Accounting
  • Mistral (Mistral AI)
  • CattleWorks
  • Oracle NetSuite
  • Delta Data Systems AGIS
  • AgTerra Technologies AgTrac
  • Nova (Amazon)
  • Lion Edge Technologies Ranch Manager
  • Atlassian Confluence
  • Napkin AI
  • CDA International Manifold System
  • Trimble AgGPS EZ-Map
  • KELTEC Systems HerdMaster
  • AgriSoft/CMC AgriSoft/ERP
  • ChatGPT (OpenAI)
  • Geographic information system GIS systems
  • Fireflies.ai
  • SST Development Group SSToolbox
  • Otter.ai
  • Facebook
  • AgData Blue Skies Accounting
  • International Response Technologies CowChip - Ranch House
  • DIVA-GIS
  • ESRI ArcPad
  • Global positioning system GPS software
  • John Deere Apex Farm Management
  • Red Wing Software CenterPoint Accounting for Agriculture
  • Adobe Photoshop
  • Accutech Systems Corporation AccuFarm-MGR
  • Datatech The Farmer's Office
  • Perplexity AI
  • Claude (Anthropic)
  • MapInfo
  • Agevo Farm Manager
  • Grok (xAI)
  • Microsoft Excel
  • Gemini (Google)
  • Motion (AI Scheduler)
  • Word processing software
  • ProducePak Mobile Farm Management
  • Cattlesoft CattleMax
  • Sanders Software Consulting FarmBooks
  • Gemini for Workspace
  • Specialized Data Systems Ultra Farm
  • PigCHAMP Care 3000
  • Hatchery database systems
  • Statistical analysis software
  • ZedX AgFleet
  • pH indicators
  • Electric timing devices
  • Light evaluation meters
  • Line cutters
  • Hacksaws
  • Biological filters
  • Drip emitters
  • Trickle irrigators
  • Skid steer machines
  • Utility forklifts
  • Fertilizer injectors
  • Ultraviolet light UV water disinfection systems
  • Poultry incubators
  • Chain saws
  • Circular saws
  • Mowing equipment
  • Portable power saws
  • Artificial insemination kits
  • Handheld dissolved oxygen meters
  • Milking equipment
  • Oil dispensing cans
  • Humidifiers
  • Backhoe attachments
  • Aerosol foggers
  • Handheld computers
  • Soil thermometers
  • Mechanized tilling equipment
  • Gas-powered generators
  • Pipe wrenches
  • Fish crowders
  • Power nail guns
  • Gardening shovels
  • Digital flowmeters
  • Centrifugal water pumps
  • Chemical sprayers
  • Screen filters
  • Phillips screwdrivers
  • Powered trailers
  • Soil mixers
  • Livestock castration equipment
  • Water level monitors
  • Microsprinklers
  • Security alarm systems
  • Multipurpose tractors
  • Tanker trucks
  • Round metal files
  • Woodworking chisels
  • Power augers
  • Grain dryers
  • Hay balers
  • Global positioning system GPS receivers
  • Pneumatic cutters
  • Sport utility vehicles SUVs
  • Tongue and groove pliers
  • Cordless power drills
  • Composting equipment
  • Manure spreaders
  • Portable welding equipment
  • Spray attachments
  • Fish incubators
  • Power nail pullers
  • Overhead sprinklers
  • Steam sterilizers
  • Animal vaccination syringes
  • Propane torches
  • Garden hoes
  • Grease guns
  • Ozone generators
  • Fish traps
  • Tubing cutters
  • Humidity meters
  • Drainage pumps
  • Soil pasteurizers
  • Fish egg sorters
  • Bar code readers
  • Branding equipment
  • Water filters
  • Animal feeders
  • Power mowers
  • Extended pole pruners
  • Forklifts
  • Safety gloves
  • Lawn edgers
  • Handsaws
  • Field watering systems
  • Straight screwdrivers
  • Chipping equipment
  • Dip nets
  • Claw hammers
  • Transplanting equipment
  • Pop-up sprinklers
  • Farm tractors
  • Mulch spreaders
  • Seine reels
  • Snowplow attachments
  • Egg gathering equipment
  • Mist control systems
  • Temperature monitors
  • Bench scales
  • Fish collection nets
  • Adjustable widemouth pliers
  • Dump trucks
  • Adjustable hand wrenches
  • Hydroponic equipment
  • pH probes
  • Portable air compressors
  • Aeration pumps
  • Water test kits
  • Fish counters
  • Pruning tools
  • Aquaculture tanks
  • Stereo light microscopes
  • Layout squares
  • Clockwork belt feeders
  • Animal transportation trailers
  • Fish transfer pumps
  • Laptop computers
  • Fish egg counters
  • Materials conveyors
  • Field cultivators
  • Weedeaters
  • Hay trucks
  • Portable dataloggers
  • Grain scales
  • Farm trucks
  • Fish holding pens
  • Impact sprinklers
  • Pneumatic pruners
  • Personal computers
  • Fumigation equipment
  • Lawn mowers
  • Fertigation equipment
  • Utility knives
  • Air compression equipment
  • Trenchers
  • Fish feeders
  • Belt conveyor systems
  • Tablet computers
  • Cage nets
  • Fry nets
  • Desktop computers
  • Carbon dioxide systems
  • Corn pickers
  • Extension ladders
  • Hay mowing machines
  • Grain drills
  • Four wheel drive 4WD trucks
  • Multipurpose pliers
  • Grain combines
  • Fish graders
  • Snow blowers
  • Radiant heaters
  • Dew point meters
  • Animal blood collection syringes
  • Brush mowers
  • Backhoes
  • Soil electrical conductivity measurement devices
  • Power monitors
  • Turbine water pumps

Alternative Job Titles