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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

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

  • 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.

  • 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.

  • 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.

  • Evaluate marketing or sales alternatives for products.

  • Hire, supervise, and train support workers.

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles