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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

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

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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

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

  • 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.

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

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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Hire, supervise, and train support workers.

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

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

Technologies & Software

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

Alternative Job Titles