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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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

  • 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.

  • Hire, supervise, and train support workers.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles