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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Evaluate marketing or sales alternatives for products.

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

  • Hire, supervise, and train support workers.

  • Prepare reports required by state and federal laws.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles