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Job Description:The Central Engineering Team is responsible for standard cell development and custom design solutions that power cutting-edge AI compute cores and CPUs. We need a visionary engineer to own the end-to-end silicon diagnostic pipeline. You wont just be looking at reports; you will be building the engines that generate them. In this role, you will ingest massive volumes of scan failure data and process parameters, using AI-driven methodologies to find the "needle in the haystack" that is hindering our yield.
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Job Description:
- AI-Driven Debug: Develop and deploy ML models to automate the classification of scan failures (Chain, Stuck-at, Transition) and correlate them with design-for-test (DFT) structures.
- Predictive Yield Modeling: Integrate high-dimensional dataincluding Fab process parameters, PCM (Process Control Monitoring), and E-test datato predict yield excursions before they hit the assembly line.
- Holistic Yield Analysis: Look beyond the bitcell. Youll analyze the interplay between design marginalities, voltage scaling, and manufacturing variations.
- Tool Orchestration: Evaluate and implement cutting-edge AI-based EDA tools for root-cause analysis and systematic defect identification.
- Cross-Functional Leadership: Act as the "translator" between the Fab, Design, and Test teams, using data to prove where the silicon is diverging from the simulation.
Ideal Candidate Will Have:
- ASIC Design Engineering: Deep understanding of ASIC design, including logic circuits, memory, PLL/Analog, Place and route, STA, DFT, DFM, etc.
- The Debug Specialist: You know your way around scan compression, BIST, and ATPG patterns. You understand what a "shmoo plot" is telling you about a timing marginality.
- The Data Scientist: You dont just "use" tools; you understand the math. You are proficient in Python (Pandas, Scikit-Learn, PyTorch/TensorFlow) for building custom analysis pipelines.
- The Yield Strategist: You have a deep understanding of semiconductor manufacturing processes (FinFET nodes) and how physical defects manifest as logical failures.
- Bachelors degree and 8+ years of related experience OR Masters degree and 6+ years of related experience or PhD and 3+ years of related experience
Compensation and Benefits
The annual base salary range for this position is USD 121,900.00 To USD 195,000.00
As a valued member of our team, youll be eligible for a discretionary annual bonus and the opportunity to receive not only a competitive new hire equity grant, but also annual equity awards, connecting your success directly to the companys growth. All subject to relevant plan documents and award agreements.
Broadcom offers a competitive and comprehensive benefits package: Medical, dental and vision plans, 401(K) participation including company matching, Employee Stock Purchase Program (ESPP), Employee Assistance Program (EAP), company paid holidays, paid sick leave and vacation time. The company follows all applicable laws for Paid Family Leave and other leaves of absence.
