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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

  • 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.

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

  • 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.

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

  • 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.

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

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

  • Hire, supervise, and train support workers.

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles