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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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • 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.

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

  • 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.

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

Technologies & Software

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

Alternative Job Titles