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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

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

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

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

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

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

  • 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.

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

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

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

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

  • Hire, supervise, and train support workers.

  • 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.

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

Technologies & Software

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

Alternative Job Titles