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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

  • 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.

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

  • Hire, supervise, and train support workers.

  • Coordinate the selection and maintenance of brood stock.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles