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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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • Hire, supervise, and train support workers.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles