Lead Machine Learning Engineer Full-time

Descriptions & Requirements

Job Description and Requirements

We Are:

At Synopsys, we drive the innovations that shape the way we live and connect. Our technology is central to the Era of Pervasive Intelligence, from self-driving cars to learning machines. We lead in chip design, verification, and IP integration, empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological innovation.
You Are:

You are a dedicated and innovative professional with a strong passion for developing cutting-edge technology. With a background in Computer Science, Electrical Engineering, or a related field, you possess extensive experience in developing machine-learning-based models of physical processes. You are proficient in Python and the scientific Python ecosystem, and you have strong skills in C++17/20 and functional programming methods. Your solid understanding of data structures and algorithms, combined with your experience in developing and deploying applications based on the microservice architecture, makes you an ideal candidate for this role. You thrive in a collaborative environment and are eager to work with an international team to develop Synopsys’s most advanced 3D modeling feature for TCAD.
What You’ll Be Doing:

• Developing machine learning models for semiconductor manufacturing processes.
• Utilizing popular machine learning frameworks such as PyTorch, TensorFlow, and Keras.
• Applying machine learning techniques suitable for modeling physical processes, including Physics-informed neural networks.
• Collaborating with an international team to develop advanced 3D modeling features for Synopsys TCAD.
• Writing and maintaining efficient, reusable, and reliable code in Python and C++17/20.
• Deploying applications based on the microservice architecture to enhance scalability and performance.

The Impact You Will Have:

• Contributing to the development of industry-leading 3D technology modeling software.
• Advancing the capabilities of semiconductor manufacturing process modeling through innovative machine learning techniques.
• Enhancing the accuracy and efficiency of Synopsys TCAD software.
• Driving innovations that shape the future of technology and impact various industries.
• Collaborating with a diverse and talented team to achieve groundbreaking results.
• Empowering the creation of high-performance silicon chips and software content.

What You’ll Need:

• BTech/MTech in Computer Science, Electrical Engineering, or a related field from a reputed university.
• 3 to 8 years of relevant experience in developing machine-learning-based models of physical processes.
• Proficiency in Python and the scientific Python ecosystem.
• Strong skills in C++17/20 and functional programming methods.
• Solid understanding of data structures and algorithms.
• Experience with developing and deploying applications based on the microservice architecture.

Who You Are:

• A collaborative team player who thrives in an international work environment.
• An innovative thinker with a passion for developing cutting-edge technology.
• A detail-oriented professional with strong problem-solving skills.
• An excellent communicator who can effectively convey complex technical concepts.
• A proactive individual who continuously seeks to improve and innovate.

The Team You’ll Be A Part Of:

You will be part of the Synopsys TCAD group, an industry leader in 3D technology modeling. Our team is dedicated to developing cutting-edge TCAD software and advancing the capabilities of semiconductor manufacturing process modeling. You will collaborate with an international team of talented professionals who are passionate about driving technological innovation and achieving groundbreaking results.
Rewards and Benefits:

We offer a comprehensive range of health, wellness, and financial benefits to cater to your needs. Our total rewards include both monetary and non-monetary offerings. Your recruiter will provide more details about the salary range and benefits during the hiring process.

Inclusion and Diversity are important to us. Synopsys considers all applicants for employment without regard to race, color, religion, national origin, gender, sexual orientation, gender identity, age, military veteran status, or disability.