Physical Design CAD Engineer

Role & responsibilities

• This is a full-time on-site role for a Machine Learning Engineer with a VLSI background at SiClarity, Mumbai.
• The Machine Learning Engineer will be responsible to design, develop, and deploy machine learning models and algorithms for AI-driven products and services.
• The Engineer will be working on tasks such pattern recognition, developing neural networks, utilizing statistics, and implementing algorithms to solve complex problems.
• Implement and optimize machine learning algorithms using frameworks such as TensorFlow, PyTorch, or scikit-learn.

Preferred candidate profile

• Bachelor's or Master's in Computer Science, Electrical Engineering, or related field
• 3+ years of experience as ML Engineer or related role in VLSI/EDA/Semiconductor or related domain
• Strong understanding of VLSI design principles, including logic design, RTL (Register Transfer Level) design, and physical layout.
• Proficiency in Pattern Recognition, Neural Networks, and Algorithms
• Strong understanding of machine learning algorithms and techniques, including supervised and unsupervised learning, deep learning, and reinforcement learning.
• Proficiency in at least one of the major machine learning frameworks: TensorFlow, PyTorch, or scikit-learn.
• Solid programming skills in Python and experience with libraries such as NumPy, pandas, and matplotlib.
• Basic understanding in the design and analysis of CMOS circuits, including transistors and logic gates.
• Familiarity with nanosheet transistors and their applications in advanced semiconductor technologies.

Why Join Us?

• Be part of a dynamic team that fosters innovation and cutting-edge research in machine learning
• Opportunity to work on challenging projects and contribute to impactful solutions.
• Collaborative work culture with opportunities for growth and professional development.

Work Location: Andheri west, Mumbai