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Automation Risk Analysis

Will “Plant Culture Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Plant Culture 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%

“Plant Culture 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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

  • Hire, supervise, and train support workers.

  • 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.

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

  • 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.

  • 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.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

Technologies & Software

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

Alternative Job Titles