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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

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

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

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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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 the selection and maintenance of brood stock.

Technologies & Software

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

Alternative Job Titles