KLA - Milpitas, CA

posted 4 months ago

Full-time - Entry Level
Milpitas, CA
Computer and Electronic Product Manufacturing

About the position

KLA is seeking a Research Scientist specializing in theoretical and computational electromagnetism to join the technology development team in the Broad Band Plasma division. This division is responsible for developing advanced optical inspection technologies that are utilized by semiconductor manufacturers to identify critical defects in wafers patterned with logic and memory devices. The role is pivotal in enhancing the sensitivity of optical detection methods for nanometer-scale defects in semiconductor devices. The successful candidate will engage in modeling and simulation activities to understand the challenges associated with optical detection, contributing to the advancement of future optical inspection technologies. In this position, the individual will be expected to investigate research ideas through both simulation and experimental methods, providing a robust theoretical foundation for the results obtained. Building confidence among key stakeholders is crucial, and this will be achieved by demonstrating the predictive value of models and simulations through comprehensive data collection and analysis. Initially, the role may involve significant simulation work aimed at optimizing the geometry and composition of specialized device patterned wafers to enhance sensitivity to critical defects. Collaboration with major semiconductor device manufacturers will be a key aspect of this work. Candidates should possess a PhD or equivalent experience in Physics, Electrical/Computer Engineering, or related fields, along with a minimum of 5 years of research experience in electromagnetism. Proficiency in scientific computing is essential, as the role requires the ability to set up simulations of complex nanoscale circuitry using various numerical methods. The ideal candidate will also have experience in designing and implementing experiments to validate simulation predictions and explore novel detection approaches and algorithms on optical inspection platforms.

Responsibilities

  • Perform modeling and simulation to understand sensitivity challenges in optical detection of nanometer scale defects.
  • Investigate research ideas through simulation and/or experiment, providing a solid theoretical basis for results.
  • Demonstrate predictive value of models and simulations through data collection and analysis.
  • Optimize geometry and composition of specialized device patterned wafers to increase sensitivity to critical defects.
  • Collaborate with major semiconductor device manufacturers on research projects.
  • Design and implement experiments to test predictions of simulations and investigate novel detection approaches.

Requirements

  • PhD or equivalent experience in Physics, Electrical/Computer Engineering, or related fields.
  • At least 5 years of research experience in electromagnetism.
  • Proficient in scientific computing, particularly in Fourier optics and electromagnetic scattering theory.
  • Ability to set up simulations using finite difference time-domain and/or finite element frequency domain approaches.
  • Experience with verifying results and performing convergence studies in simulations.
  • Knowledge of Python and C/C++ for scientific computing.
  • Proficient with scripting workflows on Linux-based high performance computing clusters.

Nice-to-haves

  • Experience in image processing and signal processing.
  • Knowledge of machine learning and modeling probability distributions in high-dimensional spaces.
  • Familiarity with modeling light-matter interaction in bulk solids and nanoparticles.

Benefits

  • Medical, dental, and vision insurance.
  • Life insurance and other voluntary benefits.
  • 401(K) plan with company matching.
  • Employee stock purchase program (ESPP).
  • Student debt assistance and tuition reimbursement program.
  • Development and career growth opportunities.
  • Financial planning benefits.
  • Wellness benefits including an employee assistance program (EAP).
  • Paid time off and paid company holidays.
  • Family care and bonding leave.
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