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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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

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

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

  • 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.

  • 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.

  • Prepare reports required by state and federal laws.

  • Hire, supervise, and train support workers.

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles