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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 market conditions to determine acreage allocations.

  • 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.

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • Prepare reports required by state and federal laws.

  • 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.

  • Evaluate marketing or sales alternatives for products.

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles