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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

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

  • 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.

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles