Software Intern, Machine Learning

1 Month ago • All levels

Job Summary

Job Description

The Cadence Digital and Signoff Group Machine learning team is seeking an exceptional Software Intern skilled in ML and Deep-Learning algorithms. The role involves researching and developing Machine Learning approaches for Electronic Design Automation (EDA) tools. The candidate will design, implement, verify, and maintain software. Excellent communication skills and the ability to collaborate with a worldwide cross-functional team are essential. The intern should be comfortable discussing Deep Learning research and developing APIs for innovative software. Strong software engineering background with emphasis on C/C++, Python, Linux-based development, and ML/DL frameworks like Sci-kit learn and Tensorflow/Keras is mandatory.
Must have:
  • Experience with ML/DL algorithms and frameworks.
  • Proficiency in C/C++, Python, and Linux-based development.
  • Strong software engineering background.

Job Details

At Cadence, we hire and develop leaders and innovators who want to make an impact on the world of technology.

The Cadence Digital and Signoff Group Machine learning team is a high energy team which explores and implements Deep and Machine Learning techniques to Electronic Design Automation [EDA] tools. We are looking for exceptional individuals skilled in ML and Deep-Learning algorithms, frameworks and application development. In addition, we desire a team player with excellent communication skills who is as comfortable discussing Deep Learning research as with developing APIs to innovative new software.

Primary responsibilities include researching and developing Machine Learning approaches to problems in the EDA and system design, as well as designing, implementing, verifying and maintaining software to address those markets. The ability to interact with a worldwide cross-functional team and collaborate productively is a necessity. A strong software engineering background is mandatory with emphasis on C/C++, Python, Linux-based development and ML/DL frameworks like Sci-kit learn and Tensorflow/Keras.

Graduate school or work experience with advanced Machine Learning techniques and algorithms in the area of VLSI CAD is highly desirable

Position Requirements: 

MS in CS/EECS or higher

We’re doing work that matters. Help us solve what others can’t.

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About The Company

Cadence plays a critical role in creating the technologies that modern life depends on. We are a global electronic design automation company, providing software, hardware, and intellectual property to design advanced semiconductor chips that enable our customers create revolutionary products and experiences. Thanks to the outstanding caliber of the Cadence team and the empowering culture that we have cultivated for over 25 years, Cadence continues to be recognized by Fortune Magazine as one of the 100 Best Companies to Work For. Our shared passion for solving the world’s toughest technical challenges, our dedication to pushing the limits of the industry, and our drive to do meaningful work differentiates the people of Cadence.

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