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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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • 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.

  • Prepare reports required by state and federal laws.

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles