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

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

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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

  • Prepare reports required by state and federal laws.

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles