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Automation Risk Analysis

Will “Greenhouse Project 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 Project 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 Project 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 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.

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • Analyze market conditions to determine acreage allocations.

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

  • Hire, supervise, and train support workers.

  • Prepare reports required by state and federal laws.

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

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

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

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

  • 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.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles