PhD Residency - Electronics - Lithography Simulation

Key Skills

Java Programming, Python Programming, C++, C Programming, Natural Language Processing (NLP), Reinforcement Learning, TensorFlow

Job Description

X is Alphabet’s moonshot factory. We are a diverse group of inventors and entrepreneurs who build and launch technologies that aim to improve the lives of millions, even billions, of people. Our goal: 10x impact on the world’s most intractable problems, not just 10% improvement. We approach projects that have the aspiration and riskiness of research with the speed and ambition of a startup.

THE FOUNDATION OF AN AMAZING JOURNEY

Our goal at X is to make the world a radically better place. In order to do that we seek fresh unexpected perspectives, from different fields, and that’s why we’re excited about you.

Life here isn’t easy, but it’s fun. We’re trying to build things most people can’t even imagine, and we’re doing it with the hope of making a huge, positive impact on the world. You’ll be embedded into a moonshot project, where you’ll partner with team members to solve key challenges.

This isn’t your ordinary internship. You’ll be positively challenged and pushed professionally, in ways that you may have never experienced. If this excites you - keep reading.

DURING YOUR INTERNSHIP YOU CAN EXPECT:

• To be placed on one of our confidential or public X projects
• To get paid competitively and with Google benefits
• To be part of a lively community of other Interns and Residents
• To addend colloquium and discussions with team leads from across Google, DeepMind and external organizations

DETAILS:

• Location: X's headquarters in Mountain View, CA
• Start Date(s): Year-round rolling basis
• Duration: a flexible 4 mo. to 1 year program based on project team needs and your availability

REQUIREMENTS:

• Must be enrolled in an academic program and working towards completing a PhD degree

WHAT YOU'LL BE WORKING ON:

• You will collaborate with physicists, mathematicians, and chip designers applying large-scale simulation and optimization techniques to produce novel chip designs. Your responsibilities include one or more of the following:
• Develop a fast, approximate lithography simulation that interfaces well with optimizers, including optical, photoresist, and etch models.
• Work with an accurate reference simulation and foundry data for model calibration, comparison, and refinement.
• Accelerate, scale, and deploy code on large distributed systems.
• Learn about the Moonshot Factory, attend colloquiums and tech talks
• Engage with the internship community and have fun!

MINIMUM QUALIFICATIONS:

• Currently enrolled in a PhD program.
• Working understanding of physical optics and lithographic processes.
• Experience programming in Python.
• Experience developing algorithms related to optics or lithography.

PREFERRED QUALIFICATIONS:

• Experience using commercial tools for lithography simulation, OPC, or TCAD.
• Experience using numerical computing libraries such as JAX, TensorFlow, or PyTorch.
• Experience developing for distributed systems such as high-performance computing clusters or cloud environments.
• Experience with the tapeout and testing of a custom chip
• Demonstration of relevant skills in scientific journal publications, conference submissions, open source projects or similar.