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Automation Risk Analysis

Will “Aquaculture Cooperative Marketing 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 Cooperative Marketing 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 Cooperative Marketing 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

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

  • Prepare reports required by state and federal laws.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Analyze market conditions to determine acreage allocations.

  • Hire, supervise, and train support workers.

  • 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.

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

Technologies & Software

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

Alternative Job Titles