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Automation Risk Analysis

Will “Sugar 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%

“Sugar 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%

“Sugar 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

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

  • Hire, supervise, and train support workers.

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

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

  • 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.

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

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

  • Prepare reports required by state and federal laws.

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

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles