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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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

  • Hire, supervise, and train support workers.

  • Coordinate the selection and maintenance of brood stock.

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles