Intern Design Methodology

4 days ago


Woodlands, Singapore GLOBALFOUNDRIES Full time

About GLOBALFOUNDRIES

Project Title : Application of Machine Learning in Digital IC design

Project Objective / Purpose (Introduction)

To implement Machine Learning techniques and improve the digital design process. Digital design uses repetitive steps to achieve its end goals. In this project we explore the data mining and machine learning to optimize and improve the steps involved either in design, debug or processing of the data during the design flow.

Project Description
- Intern would identify the opportunities for machine learning in digital IC design and implementation
- Implement various machine learning techniques to demonstrate value in the outcomes, either resource optimization or efficiency improvement or elimination of hard to achieve tasks

Project Outcome
- Create machine learning models for digital IC design (supervised and un/semi-supervised)
- Demonstrate use cases and value propositions of using Machine Learning in digital IC design

Required Qualifications:

- Education:

- BS/MS in Electrical Electronic Engineering
- BS/MS in Computer Science / Engineering
- BS/MS in IC Design, Green Electronics
- BS/MS in Chemical Engineering

Preferred Qualifications:

- IC design (verilog, VHDL)
- Python, ML techniques, Shell scripting, C++

GLOBALFOUNDRIES is an equal opportunity employer, cultivating a diverse and inclusive workforce. We believe having a multicultural workplace enhances productivity, efficiency and innovation whilst our employees feel truly respected, valued and heard.

As an affirmative employer, all qualified applicants are considered for employment regardless of age, ethnicity, marital status, citizenship, race, religion, political affiliation, gender, sexual orientation and medical and/or physical abilities.



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