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Automation Risk Analysis

Will “Plant Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Plant 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%

“Plant 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.

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

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

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

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

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

  • Analyze market conditions to determine acreage allocations.

  • Prepare reports required by state and federal laws.

  • 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.

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

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles