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Automation Risk Analysis

Will “Farm Facility 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 Facility 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 Facility 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

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles