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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

  • Prepare reports required by state and federal laws.

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

  • 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.

  • 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 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.

  • Evaluate marketing or sales alternatives for products.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles