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Automation Risk Analysis

Will “Farm 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%

“Farm 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%

“Farm 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

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

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

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

  • 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.

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • Hire, supervise, and train support workers.

  • 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.

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

  • Prepare reports required by state and federal laws.

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

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

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

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

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

  • 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.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

Technologies & Software

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

Alternative Job Titles