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

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

  • 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.

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

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

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

  • Prepare reports required by state and federal laws.

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

  • Evaluate marketing or sales alternatives for products.

  • Coordinate the selection and maintenance of brood stock.

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles