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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

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

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

  • Analyze market conditions to determine acreage allocations.

  • Hire, supervise, and train support workers.

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

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

Technologies & Software

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

Alternative Job Titles