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Automation Risk Analysis

Will “Agronomy Operations 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 Operations 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 Operations 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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

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

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles