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Automation Risk Analysis

Will “Greenhouse Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Greenhouse 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%

“Greenhouse 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

  • Coordinate the selection and maintenance of brood stock.

  • Analyze market conditions to determine acreage allocations.

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

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Hire, supervise, and train support workers.

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

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

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

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

  • Prepare reports required by state and federal laws.

Technologies & Software

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

Alternative Job Titles