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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • Hire, supervise, and train support workers.

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles