Staff Engineer-Machine Learning

As a Staff Software Developer specializing in Machine Learning for EDA Systems at Qualcomm India Private Limited, you will play a crucial role in designing and implementing cutting-edge machine learning techniques in the realm of Electronic Design Automation (EDA). Your primary responsibilities will revolve around leading software development initiatives, guiding a team of engineers and ML practitioners, and ensuring the seamless integration of ML into semiconductor design workflows. Below are the key details of the job: **Role Overview:** You will be responsible for designing and developing end-to-end ML-integrated EDA software platforms, leading a team of engineers, refining software development processes, spearheading advanced algorithm design, and overseeing deployment strategies. **Key Responsibilities:** - Design and develop ML-integrated EDA software platforms for scale, performance, and adaptability. - Guide and mentor a team of software engineers and ML practitioners. - Own and refine software development processes and embed best practices. - Spearhead advanced algorithm design for automation and optimization in EDA flows. - Engineer reliable and scalable data pipelines for ML model development. - Oversee full-stack deployment strategies for ML applications. - Establish and maintain comprehensive ML Ops infrastructure. - Experience in system integration and testing initiatives. - Manage CI/CD pipelines and ensure system scalability. **Required Skills & Experience:** - 8+ years of software development experience with a focus on ML and EDA tools. - Proficiency in Python, C++, and frameworks like TensorFlow, PyTorch, or Scikit-learn. - Familiarity with CI/CD tools and MLOps platforms. - Deep knowledge of EDA tools and flows. - Skilled in data engineering and cloud/on-prem infrastructures. - Strong communication and leadership skills. **Preferred Qualifications:** - MS or PhD in Computer Science, Electrical Engineering, or related field. - Expertise in advanced ML techniques applied to EDA. - Contributions to open-source, patents, or technical publications related to ML-driven design automation. Please note that Qualcomm is an equal opportunity employer and is committed to providing accessible processes for individuals with disabilities. For further information about this role, please contact Qualcomm Careers.,