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Automation Risk Analysis

Will “Producer Arborist Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Producer Arborist 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%

“Producer Arborist 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

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

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

  • Hire, supervise, and train support workers.

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

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

  • Prepare reports required by state and federal laws.

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

Technologies & Software

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

Alternative Job Titles