Senior Data Analyst

4 days ago

Hyderabad, Telangana, India beBeeDataScience Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Advanced Data Scientist Role

We are seeking an experienced Data Scientist to join our Silicon Verification Data Science team. This position involves applying cutting-edge data science and AI/ML techniques to enhance efficiency, automation, and innovation in silicon design verification.


Main Responsibilities:
  • Develop sophisticated data-driven solutions for state-of-the-art silicon design verification and firmware validation.
  • Analyze patterns, anomalies, and inefficiencies in silicon design verification processes and develop targeted solutions to address these gaps.
  • Automate data pipelines and create tools to support regression analysis, bug triaging, and root cause analysis.
  • Collaborate with cross-functional teams to integrate data-driven solutions into EDA tools and verification frameworks.
  • Promote technical innovation and a culture of experimentation within the team by participating in generating IP and inspiring team members to innovate.

Required Skills and Qualifications:
  • Master's or PhD in Computer Science, Electrical Engineering, or a related field.
  • 8+ years of experience in data science and machine learning with at least 2 years in semiconductor verification environment.

Key Technical Skills:
  • In-depth understanding of statistics, classical ML, and deep learning, and the mathematical formulation behind these algorithms.
  • Well-versed in text processing, various methodologies in data embedding, NLP techniques, and recent advancements in GenAI and LLMs.
  • Hands-on experience with optimization and reinforcement learning-based algorithms.
  • Solid understanding of data engineering pipeline for deployment and MLOps.
  • Proficiency in programming languages such as Python, R, and SQL.

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