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Automation Risk Analysis

Will “Seed Cleaning 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 Cleaning 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 Cleaning 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

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

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

  • 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.

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

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles