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Automation Risk Analysis

Will “Agronomy Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Agronomy 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%

“Agronomy 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 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • 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.

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • Hire, supervise, and train support workers.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles