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Automation Risk Analysis

Will “Aquaculture Program Director” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Aquaculture Program Director” 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 Program Director” 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

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

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

  • 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.

  • 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.

  • Coordinate the selection and maintenance of brood stock.

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles