At Cadence, we hire and develop leaders and innovators who want to make an impact on the world of technology.
As a condition of employment with Cadence, newly hired employees will be required to provide Cadence with proof of full vaccination, unless legally entitled to an accommodation.
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 developing heuristics for EDA problems. Knowledge of ML and Deep-Learning algorithms, frameworks and application development is helpful but not a requirement.
In addition, we desire a team player with excellent communication skills who is as comfortable discussing the latest research as with developing APIs to innovative new software.
Primary responsibilities include designing gradient based and gradient free optimization algorithms, 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.
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