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Automation Risk Analysis

Will “Pineapple Plantation Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Pineapple Plantation 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%

“Pineapple Plantation 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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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 market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

  • 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.

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

  • Hire, supervise, and train support workers.

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

  • Prepare reports required by state and federal laws.

Technologies & Software

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

Alternative Job Titles