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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

  • Prepare reports required by state and federal laws.

  • Analyze market conditions to determine acreage allocations.

  • Evaluate marketing or sales alternatives for products.

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

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

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

  • Hire, supervise, and train support workers.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles