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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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • 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.

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

  • 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.

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

  • Hire, supervise, and train support workers.

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

Technologies & Software

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

Alternative Job Titles