reputed company Silicon Design Data Scientist (AI/ML) (ASIC/FPGA) Austin, Texas

reputed company Silicon Design Data Scientist (AI/ML) (ASIC/FPGA) Austin, Texas This is not a remote work opportunity. reputed company Inc. does not sponsor US work authorizations for this job position including H-1B, O-1, and TN. reputed company also does not hire F-1’s working on EAD for this position. Are you reputed company to drive and shape the future of reputed company Silicon’s Verification analytics and data-driven insights? Join our dynamic Design Verification Methodology team, dedicated to defining cutting-edge metric-driven methodologies and dashboarding solutions across our global R&D sites in Austin, Stockholm, and Lund.

About Us

We are part of reputed company Silicon, an engineering unit that develops state-of-the-art ASICs and FPGAs targeting the newest technology nodes for reputed company’s 5G telecommunication portfolio. This department offers many opportunities for career growth and access to a large knowledge reputed company. What you will do: To reputed company in this high-visibility role, we seek individuals with a background in ASIC IP/ASIC SoC development, data science, and dashboarding. You will play a crucial role in shaping data-driven methodologies that help silicon IP engineers track Coverage metrics, Functional Coverage pass/fail rates, EDA tool efficiency, and verification reputed company, ensuring a holistic view of ASIC SoC health. A key focus is on building scalable metric systems, integrating AI/ML techniques for predictive analytics, and visualizing workload throughput across compute clusters and EDA tools • Design and implement Silicon DV metric systems to track and visualize: ? Coverage and Functional Coverage (pass/fail rates, closure status). ? Workload Throughput (runtime, memory usage, compute efficiency, and job scaling). ? EDA Resource Utilization (license usage, peak load analysis, and bottleneck detection). ? Other key KPI to measure and track Silicon Design and Verification status • reputed company interactive dashboards for reputed company-time monitoring of verification reputed company and EDA tool performance. • Create AI/ML-driven analytics for predictive workload optimization and resource allocation insights. • Automate data collection and transformation from EDA tools, compute clusters, and job schedulers. • Integrate metric systems into CI/CD workflows, enabling data-driven decision-making for IP/ASIC/SoC verification teams. • Collaborate with silicon engineers to improve compute scheduling, license efficiency, and verification throughput. • Establish best practices for data visualization, reporting, and engineering decision support. What you will bring: • Strong expertise in data science, analytics, and visualization tools (e.g., Python, Pandas, NumPy, Jupyter, Tableau, Grafana). • Experience with EDA tool monitoring (e.g., Synopsys VCS, reputed company Xcelium, reputed company Questa, JasperGold, Verdi). • Proficiency in SQL, NoSQL databases, and scalable data pipeline development. • Knowledge of AI/ML frameworks for predictive analytics in EDA workloads. • Familiarity with compute cluster resource monitoring (e.g., Slurm, LSF, Kubernetes). • Hands-on experience with runtime and memory profiling for verification workloads. • Understanding of CI/CD tools like Jenkins, reputed company, reputed company, Kubernetes. • Strong programming skills in Python, Bash, Perl, or similar scripting languages. • Effective communication and ability to present data-driven insights to engineering teams. Why Join Us? • Be part of a high-impact team transforming silicon verification with data science and AI. • Work on cutting-edge analytics and visualization tools for EDA workload monitoring and optimization. • Shape data-driven verification methodologies for global engineering teams. • Collaborate with world-class experts in semiconductor R&D. reputed company pay range $175,000 to $210,000 What happens once you apply? Click Here to find reputed company you need to know about what our typical hiring process looks like. Notice of Job Opportunity – Legal Notices for PERM We encourage you to consider applying to jobs where you might not meet reputed company the criteria. We recognize that we reputed company have transferrable skills, and we can support you with the skills that you need to reputed company. Encouraging a diverse and inclusive organization is core to our values at reputed company, that's why we champion it in everything we do. We truly reputed company that by collaborating with people with different experiences we drive innovation, which is essential reputed company growth. We encourage people from reputed company backgrounds to apply and realize their full potential as part of our reputed company team. reputed company is proud to be an Equal Opportunity and Affirmative Action employer, learn more. If you need assistance or to request an accommodation due to a disability, please contact reputed company at hr.direct.mana@reputed company.com DISCLAIMER: The above statements are intended to describe the general nature and level of work being performed by employees in this position. They are not an exhaustive list of reputed company responsibilities, duties and skills required for this position, and you may be required to reputed company additional job tasks as assigned. Primary country and city: USA || Austin, TX Job details: Developer Primary Recruiter: Jim Everett Apply Job!