AI/ML Engineer - Library Optimization

Imagine yourself at the center of our SOC design effort, collaborating with all fields, getting functional products to millions of customers quickly. You will have the opportunity to integrate and come-up with new insights, as well as work with a team of hardworking engineers. In this critical and high-visible role, there are tremendous opportunities to extend the power of machine-learning technology into circuit domain and bring groundbreaking innovations to the best silicon design team in the world. You will perform the following: - Play a strategic role of applying AI/machine-learning techniques to your (and colleagues’) daily work, including circuit design analysis, characterization, QA, and silicon debug. - Explore areas in custom circuit design and identify initiatives to apply AI technologies. - Define the goal and spec for each initiative. - Provide end-to-end solutions, from ideas to implementation. - Benchmark the return on investment (ROI) with measurable metrics: improved designs, higher efficiency, better quality control, faster turnaround time, etc. Minimum Qualifications MS and a minimum of 5 years of VLSI industry experience Basic knowledge of digital circuit behavior, PPA tradeoffs, and timing/power/noise modeling Preferred Qualifications MS and a minimum of 10 years of VLSI industry experience Experience of using AI/ML techniques to achieve better PPA of circuit design, higher workflow efficiency, and better quality in deliveries