Senior Software Engineer

Cadence Design Systems, Inc.; San Jose (CA); On-site; USD 154,000 - 286,000; Full time

Benefits offered by this job

Paid vacation

401(k) plan with employer match

Employee stock purchase plan

Medical, dental, and vision plan options

Job summary

A global leader in technology is seeking a passionate software developer to enhance its Virtuoso platform's place route infrastructure. The successful candidate will have a strong foundation in machine learning, NLP, and LLM, as well as proficiency in Python and familiarity with advanced frameworks such as PyTorch and TensorFlow. The role involves employing advanced math and computer science to develop innovative routing solutions, offering an attractive annual salary range and comprehensive benefits packages.

Qualifications

• 10+ years of experience in relevant field.
• Strong foundation in machine learning concepts and algorithms.
• Familiarity with Retrieval-Augmented Generation (RAG) and vector databases.

Responsibilities

• Improve place route foundation on the Virtuoso platform.
• Use advanced math, computer science, graph theory, and machine learning to solve routing problems.

Skills

Machine learning

Deep learning

Natural Language Processing (NLP)

Large Language Models (LLM)

Python proficiency

C++

Education

BS/MS/PhD in Computer Science, Applied Mathematics, Data Science, or related field

Tools

PyTorch

TensorFlow

SciKit

Job description

At Cadence, we hire and develop leaders and innovators who want to make an impact on the world of technology.

The Cadence Virtuoso platform powers all of the latest design innovations in consumer, mobile and enterprise electronics worldwide. We are looking for a passionate software developer to join the Virtuoso place and route infrastructure team and improve our place route foundation. We use advanced math, computer science, graph theory and machine learning to solve the routing problem.

Basic Requirements

Educational Background & Experience

• BS/MS/PhD in Computer Science, Applied Mathematics, Data Science, or a related field.
• 10+ years of experience.
• Strong foundation in machine learning, deep learning, NLP, and LLM.

Technical Skills

• Proficiency in Python and experience with frameworks like PyTorch, TensorFlow, SciKit, 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.
• Domain knowledge in analog circuit design, layout, and VLSI design flow is preferred.
• 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.

The annual salary range for California is $154,000 to $286,000. You may also be eligible to receive incentive compensation: bonus, equity, and benefits. Please note that the salary range is a guideline and compensation may vary based on factors such as qualifications, skill level, competencies and work location.

Our benefits programs include: paid vacation and paid holidays, 401(k) plan with employer match, employee stock purchase plan, a variety of medical, dental, and vision plan options, and more.

Equal Employment Opportunity

Cadence is committed to equal employment opportunity throughout all levels of the organization. All qualified applicants will receive consideration for employment without regard to race, color, sex, age, national origin, religion, sexual orientation, gender identity, status as a veteran, basis of disability, or any other protected class.