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Automation Risk Analysis

Will “Annual 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%

“Annual 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%

“Annual 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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

  • 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.

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

  • Hire, supervise, and train support workers.

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

Technologies & Software

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

Alternative Job Titles