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Automation Risk Analysis

Will “Dairy 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 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 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 or supervise stock examinations to identify diseases or parasites.

  • 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.

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

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

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

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles