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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 environments to ensure maintenance of optimum animal or plant life.

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

  • Hire, supervise, and train support workers.

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • 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.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • Prepare reports required by state and federal laws.

Technologies & Software

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

Alternative Job Titles