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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

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

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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

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

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

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

Technologies & Software

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

Alternative Job Titles