AI Engineer

Job Summary
:

Cadence is a company that hires and develops leaders and innovators in technology. They are looking for a passionate software developer to enhance their Virtuoso place and route infrastructure using advanced techniques in machine learning and computer science.

Responsibilities
:

• Join Virtuoso place and route infrastructure team and improve our place route foundation.

• Use advanced math, computer science, graph theory and machine learning to solve the routing problem.

Qualifications
:
Required
:

• BS/MS/Phd in Computer Science, Applied Mathematics, Data Science, or a related field.

• Strong foundation in machine learning, deep learning, and natural language processing (NLP) and LLM.

• Proficiency in Python and experience with frameworks like PyTorch, Tensor Flow, Sci Kit, etc.

• Basic understanding of Retrieval-Augmented Generation (RAG) and vector databases.

• Comfortable working with LLM APIs and integrating them into applications.

• A solid understanding of machine learning concepts (e.g., supervised/unsupervised learning, NLP, computer vision) and algorithms is crucial.

• Proficiency in Python is essential. C++ also valuable.

• Ability to work in a fast-paced research and development environment.

• Strong analytical thinking and debugging skills.

• Experience with rapid prototyping in open-source AI/ML projects.

Preferred
:

• Domain knowledge in analog circuits design and layout, and VLSI design flow is preferred

Company
:

Cadence is a market leader in AI and digital twins, pioneering the application of computational software to accelerate innovation in the engineering design of silicon to systems. Founded in 1988, the company is headquartered in San Jose, USA, with a team of 10001+ employees. The company is currently Late Stage.