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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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Hire, supervise, and train support workers.

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles