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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

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

  • Hire, supervise, and train support workers.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles