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Automation Risk Analysis

Will “Activation Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #137 of 702. Estimated risk: 4.7%

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AI Exposure Risk

51%

“Activation 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%

“Activation 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

  • 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.

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

  • 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.

  • Hire, supervise, and train support workers.

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

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

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

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

  • Prepare reports required by state and federal laws.

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

  • 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.

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

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

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

  • Coordinate the selection and maintenance of brood stock.

  • Evaluate marketing or sales alternatives for products.

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

  • 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.

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

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

  • 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.

  • Analyze market conditions to determine acreage allocations.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles