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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

  • 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.

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

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

  • Hire, supervise, and train support workers.

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Prepare reports required by state and federal laws.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

Technologies & Software

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

Alternative Job Titles