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Automation Risk Analysis

Will “Aquaculture Farm Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Aquaculture Farm 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%

“Aquaculture Farm 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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

  • 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 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.

  • 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.

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles