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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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • Hire, supervise, and train support workers.

  • 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.

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

Technologies & Software

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

Alternative Job Titles