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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

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

  • Prepare reports required by state and federal laws.

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

  • Hire, supervise, and train support workers.

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

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

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

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

  • 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

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

Alternative Job Titles