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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

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

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

  • 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.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • Coordinate the selection and maintenance of brood stock.

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

  • Hire, supervise, and train support workers.

Technologies & Software

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

Alternative Job Titles