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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

  • Evaluate marketing or sales alternatives for products.

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles