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Automation Risk Analysis

Will “Dairy 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%

“Dairy 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%

“Dairy 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.

  • Prepare reports required by state and federal laws.

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

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

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

  • 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.

  • 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.

  • Hire, supervise, and train support workers.

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles