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Automation Risk Analysis

Will “Propagation Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Propagation 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%

“Propagation 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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • Analyze market conditions to determine acreage allocations.

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • Prepare reports required by state and federal laws.

  • Hire, supervise, and train support workers.

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

  • 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

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

Alternative Job Titles