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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

  • Hire, supervise, and train support workers.

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

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Prepare reports required by state and federal laws.

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

Technologies & Software

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

Alternative Job Titles