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Automation Risk Analysis

Will “Production Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Production Superintendent” 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%

“Production Superintendent” 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 crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, and harvesting.

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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

  • Evaluate marketing or sales alternatives for products.

  • 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.

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

  • 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.

  • Hire, supervise, and train support workers.

  • Analyze market conditions to determine acreage allocations.

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

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

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

  • 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.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles