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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

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

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

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

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

  • Prepare reports required by state and federal laws.

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles