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Automation Risk Analysis

Will “Crystal Grower” be Automated?

Historical Context: Oxford Study (2013)

Ranked #514 of 702. Estimated risk: 88.0%

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AI Exposure Risk

29%

“Crystal Grower” will almost certainly not 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 29% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

57%

“Crystal Grower” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 57% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Semiconductor Processing Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform any or all of the following functions in the manufacture of electronic semiconductors: load semiconductor material into furnace; saw formed ingots into segments; load individual segment into crystal growing chamber and monitor controls; locate crystal axis in ingot using x-ray equipment and saw ingots into wafers; and clean, polish, and load wafers into series of special purpose furnaces, chemical baths, and equipment used to form circuitry and change conductive properties.

Avg. Annual Salary $59,640
Avg. Hourly Wage $28.68
Available Jobs (US) 32,150
Job Title & Hierarchy Code (SOC) Semiconductor Processing Technicians #51-9141
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Semiconductor Processing Technicians”

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Core Skills & Abilities

  • Count, sort, and weigh processed items.

  • Load semiconductor material into furnace.

  • Manipulate valves, switches, and buttons, or key commands into control panels to start semiconductor processing cycles.

  • Etch, lap, polish, or grind wafers or ingots to form circuitry and change conductive properties, using etching, lapping, polishing, or grinding equipment.

  • Set, adjust, and readjust computerized or mechanical equipment controls to regulate power level, temperature, vacuum, and rotation speed of furnace, according to crystal growing specifications.

  • Measure and weigh amounts of crystal growing materials, mix and grind materials, load materials into container, and monitor processing procedures to help identify crystal growing problems.

  • Maintain processing, production, and inspection information and reports.

  • Monitor operation and adjust controls of processing machines and equipment to produce compositions with specific electronic properties, using computer terminals.

  • Align photo mask pattern on photoresist layer, expose pattern to ultraviolet light, and develop pattern, using specialized equipment.

  • Calculate etching time based on thickness of material to be removed from wafers or crystals.

  • Load and unload equipment chambers and transport finished product to storage or to area for further processing.

  • Place semiconductor wafers in processing containers or equipment holders, using vacuum wand or tweezers.

  • Inspect equipment for leaks, diagnose malfunctions, and request repairs.

  • Stamp, etch, or scribe identifying information on finished component according to specifications.

  • Inspect materials, components, or products for surface defects and measure circuitry, using electronic test equipment, precision measuring instruments, microscope, and standard procedures.

  • Clean semiconductor wafers using cleaning equipment, such as chemical baths, automatic wafer cleaners, or blow-off wands.

  • Study work orders, instructions, formulas, and processing charts to determine specifications and sequence of operations.

  • Clean and maintain equipment, including replacing etching and rinsing solutions and cleaning bath containers and work area.

  • Scribe or separate wafers into dice.

  • Connect reactor to computer, using hand tools and power tools.

Technologies & Software

  • Camstar Systems Camstar Semiconductor Suite
  • Microsoft Excel
  • ABB AI Robotics
  • yieldWerx
  • National Instruments TestStand
  • Sight Machine AI
  • Cognex Vision AI
  • Microsoft Word
  • Microsoft Office software
  • Rockwell Automation AI
  • Siemens Industrial AI
  • SAP software
  • Eyelit Manufacturing
  • Microsoft PowerPoint
  • Database software
  • Python
  • Photoresist strippers
  • Wafer sorters
  • Wafer scanners
  • Atmospheric pressure chemical vapor deposition APCVD systems
  • Electron beam evaporators
  • Rapid thermal processors
  • Manual wet benches
  • Semiconductor polishers
  • Digital multimeters
  • Diffusion pumps
  • Oxidation systems
  • Wafer probers
  • Mask aligners
  • Surface profilers
  • Photostabilizers
  • Physical vapor deposition systems
  • Wafer mappers
  • X-ray inspection equipment
  • Vacuum ovens
  • Epitaxial deposition equipment
  • Micro diamond scribers
  • Diffusion furnaces
  • Solder-paste printers
  • Desktop computers
  • High precision tweezers
  • Digital hygrometers
  • Chemical vapor deposition CVD systems
  • Semiconductor test probes
  • Solder reflow ovens
  • Soldering guns
  • Sputterers
  • Photolithography equipment
  • Laser wafer markers
  • Automatic wafer cleaners
  • Clean room suits
  • Laboratory fume hoods
  • Ion implanters
  • Die bonders
  • Spin rinse dryers
  • Plasma ashers
  • Surface resistivity meters
  • Semiconductor etchers
  • Clean-room air particle analyzers
  • Safety eyewear
  • Automatic notched wafer aligners
  • Semiconductor processing chillers
  • Clean room ovens
  • Antistatic wrist straps
  • Vacuum wands
  • Sanding machines
  • Plasma-enhanced chemical vapor deposition PECVD machines
  • Lithography exposure systems
  • Wafer arbor presses
  • Spectrum analyzers
  • Gas blow torches
  • Low pressure chemical vapor deposition LPCVD machines
  • Scanning electron microscopes
  • Load ports
  • Slurry filter cabinets
  • Water surface contamination analyzers
  • Vacuum pumps

Alternative Job Titles