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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

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

  • Hire, supervise, and train support workers.

  • Evaluate marketing or sales alternatives for products.

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Analyze market conditions to determine acreage allocations.

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

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

Technologies & Software

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

Alternative Job Titles