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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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Hire, supervise, and train support workers.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

  • 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.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles