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Automation Risk Analysis

Will “Agricultural Crop 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%

“Agricultural Crop 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%

“Agricultural Crop 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

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

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

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

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

  • 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.

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

  • Prepare reports required by state and federal laws.

  • 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.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles