Summer - AI Hardware Research Intern: Algorithm-Hardware Co-Design Job San Jose area,California USA,Research/Development

Position: Summer 2024 - AI Hardware Research Intern: Algorithm-Hardware Co-Design (5324)

Overview of Role

TSMC Corporate Research Organization is seeking a talented and motivated individual to join our team as an AI hardware research intern for Summer 2024. You will be part of our research team, focusing on a cutting‑edge project related to AI hardware–algorithm co‑optimization. This is a unique opportunity to gain hands‑on experience for students interested in multiple facets of AI accelerator design.

The position is in TSMC San Jose office and we are currently operating in a hybrid work schedule with 3 days in office.

This Internship Program is open to students currently enrolled in a degree‑seeking university that are preferably graduating in 1‑2 years with a PhD degree. The Summer 2024 internship will begin in May 2024 and continue through at least August 2024.

Responsibilities

Exploration of emerging data formats with respect to AI accelerator PPA and application‑level accuracy
Benchmark versus INT8 and FP16 formats

Minimum Qualifications

Ph.D. Student in Electrical Engineering or Computer Science

Hands‑on experience on

AI accelerators
MAC unit implementation including Compute‑In‑Memory
Floating‑Point data formats
Post‑training quantization and quantization‑aware training
Transformers for predictive and generative applications
Python and Pytorch

Preferred Qualifications

Quick learner
Problem solver with minimal supervision
Creative
Self‑driven and proactive
Team player
Excellent communicator

Equal Employment Opportunity and Diversity Statement

TSMC Technology, Inc. is committed to employing a diverse workforce and provides Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, or any other characteristic protected by applicable law.

TSMC is an equal opportunity employer prizing diversity and inclusion. We are committed to treating all employees and applicants for employment with respect and dignity. If you require reasonable accommodation due to a disability during the application or the recruiting process, please feel free to notify us at TSMC confirms to all applicants its commitment to meet TSMC’s obligations under applicable employment law.

Reasonable accommodations will be determined on a case‑by‑case basis.

Export Licensing Statement

For positions requiring access to technical data subject to export control regulations, including Export Administration Regulations, TSMC North America may have to obtain export licensing approval from the U.S. Government for certain individuals. All employment is contingent upon TSMC North America obtaining any export license or other approval that may be required by the U.S. Government.

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