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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

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

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

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

  • 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.

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • Hire, supervise, and train support workers.

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

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

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

Technologies & Software

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

Alternative Job Titles