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Automation Risk Analysis

Will “Farm Operations Technical Director” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Farm Operations Technical Director” 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%

“Farm Operations Technical Director” 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

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Prepare reports required by state and federal laws.

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

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

  • Analyze market conditions to determine acreage allocations.

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

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

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

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

  • Hire, supervise, and train support workers.

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

  • Evaluate marketing or sales alternatives for products.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles