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Automation Risk Analysis

Will “Fish 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%

“Fish 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%

“Fish 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

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

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Prepare reports required by state and federal laws.

  • 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 the selection and maintenance of brood stock.

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

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

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

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

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

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

  • 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.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

Technologies & Software

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

Alternative Job Titles