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Automation Risk Analysis

Will “Seed Corn Production Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Seed Corn Production 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%

“Seed Corn Production 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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • Prepare reports required by state and federal laws.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • Hire, supervise, and train support workers.

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

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

Technologies & Software

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

Alternative Job Titles