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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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

  • Prepare reports required by state and federal laws.

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

Technologies & Software

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

Alternative Job Titles