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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

  • 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.

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

  • Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

Technologies & Software

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

Alternative Job Titles