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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

  • 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.

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

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

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

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Hire, supervise, and train support workers.

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

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

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

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

  • 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.

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

  • Prepare reports required by state and federal laws.

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

Technologies & Software

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

Alternative Job Titles