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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

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

  • 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.

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

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

  • Prepare reports required by state and federal laws.

  • Hire, supervise, and train support workers.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

Technologies & Software

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

Alternative Job Titles