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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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • 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.

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • Hire, supervise, and train support workers.

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

Technologies & Software

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

Alternative Job Titles