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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

  • Evaluate marketing or sales alternatives for products.

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

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

  • Analyze market conditions to determine acreage allocations.

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles