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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

  • Evaluate marketing or sales alternatives for products.

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

  • Hire, supervise, and train support workers.

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles