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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.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

  • Hire, supervise, and train support workers.

  • 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.

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

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

  • 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.

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

  • 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.

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

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

  • Evaluate marketing or sales alternatives for products.

Technologies & Software

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

Alternative Job Titles