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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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • 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.

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Hire, supervise, and train support workers.

  • Coordinate the selection and maintenance of brood stock.

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

Technologies & Software

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

Alternative Job Titles