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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

  • Analyze market conditions to determine acreage allocations.

  • Hire, supervise, and train support workers.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles