Software Engineer
San Jose, California, United States of America
Full Time
4 weeks ago
$114,800 - $213,200 USD
Visa Sponsor
Key skills
PythonPyTorchTensorflowC++CAIMachine LearningMLDeep LearningNLPNatural Language ProcessingComputer VisionLLMRAGTensorFlowPrototyping
About this role
Role Overview
- Join the Virtuoso place and route infrastructure team
- Improve the place route foundation
- Use advanced math, computer science, graph theory and machine learning to solve the routing problem
Requirements
- 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, 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
- Proficiency in Python is essential
- C++ also valuable
- Domain knowledge in analog circuits design and 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
Tech Stack
- Python
- PyTorch
- Tensorflow
Benefits
- paid vacation and paid holidays
- 401(k) plan with employer match
- employee stock purchase plan
- a variety of medical, dental and vision plan options
- incentives: bonus, equity