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Automation Risk Analysis

Will “Game Breeding 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%

“Game Breeding 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%

“Game Breeding 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 crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, and harvesting.

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

  • 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.

  • 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.

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

  • Prepare reports required by state and federal laws.

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

Technologies & Software

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

Alternative Job Titles