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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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • Evaluate marketing or sales alternatives for products.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Hire, supervise, and train support workers.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles