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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

  • Prepare reports required by state and federal laws.

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

  • 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.

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

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

  • 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 market conditions to determine acreage allocations.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles