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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

  • 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.

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

  • Hire, supervise, and train support workers.

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles