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Automation Risk Analysis

Will “Christmas Tree Farm Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Christmas Tree Farm 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%

“Christmas Tree Farm 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

  • Hire, supervise, and train support workers.

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

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

  • Evaluate marketing or sales alternatives for products.

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

  • Coordinate the selection and maintenance of brood stock.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

  • Prepare reports required by state and federal laws.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles