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Automation Risk Analysis

Will “General 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%

“General 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%

“General 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 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.

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • Prepare reports required by state and federal laws.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles