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Automation Risk Analysis

Will “Plant Nursery 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 Nursery 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 Nursery 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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • Prepare reports required by state and federal laws.

  • Analyze market conditions to determine acreage allocations.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Hire, supervise, and train support workers.

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

  • Evaluate marketing or sales alternatives for products.

Technologies & Software

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

Alternative Job Titles