Senior ML Engineer — Place & Route Infrastructure

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

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.