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Automation Risk Analysis

Will “Harvesting Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Harvesting 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%

“Harvesting 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.

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

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

  • Analyze market conditions to determine acreage allocations.

  • 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.

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

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

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

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

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

  • Hire, supervise, and train support workers.

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

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

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

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • Coordinate the selection and maintenance of brood stock.

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

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

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

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

Technologies & Software

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

Alternative Job Titles