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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

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • 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.

  • Hire, supervise, and train support workers.

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles