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Automation Risk Analysis

Will “Hatchery Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Hatchery 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%

“Hatchery 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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

Technologies & Software

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

Alternative Job Titles