Software Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Software Engineer (AI): Improving the place route foundation using advanced math, computer science, graph theory, and machine learning to solve routing problems with an accent on machine learning, deep learning, and natural language processing (NLP) and LLM. Focus on integrating LLM APIs into applications and rapid prototyping in open-source AI/ML projects.
Location: San Jose, Pittsburgh
Salary: $114,800 to $213,200
Company
hires and develops leaders and innovators who want to make an impact on the world of technology.
What you will do
- 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 is crucial.
Nice to have
- Domain knowledge in analog circuits design and layout, and VLSI design flow.
Culture & 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.
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