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Automation Risk Analysis

Will “Hatchery Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Hatchery Supervisor” 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%

“Hatchery Supervisor” 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 how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire.

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

  • 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.

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Hire, supervise, and train support workers.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles