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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

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

  • 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.

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

  • 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.

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

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

  • Analyze market conditions to determine acreage allocations.

  • Coordinate the selection and maintenance of brood stock.

  • Prepare reports required by state and federal laws.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

Technologies & Software

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

Alternative Job Titles