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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

  • 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.

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Hire, supervise, and train support workers.

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

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

  • Prepare reports required by state and federal laws.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles