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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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

Technologies & Software

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

Alternative Job Titles