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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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

  • 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.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

  • Prepare reports required by state and federal laws.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles