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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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

  • Prepare reports required by state and federal laws.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles