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Research Scientist
3 months ago
The Research Scientist will be responsible for conducting research and developing and models and algorithms to improve our developer productivity products and services. The ideal candidate will have a strong background in machine learning, natural language processing, retrieval techniques, as well as extensive experience working with code and programming languages.
Key Responsibilities:
- Conduct research and develop models and algorithms to improve our developer products and services.
- Analyze large codebases and develop tools to extract meaningful information from them.
- Build and maintain machine learning models for code classification, code suggestion, and other tasks.
- Collaborate with other researchers, engineers, and product managers to identify research questions and prioritize projects.
- Mentor more junior researchers and research residents.
- Stay up-to-date with the latest developments in machine learning, natural language processing, and software engineering research.
- PhD in Computer Science or related field, with a focus on machine learning or natural language processing.
- 3+ years experience with machine learning and natural language processing, with a track record of relevant papers and publications.
- Experience with deep learning frameworks (PyTorch, TensorFlow, etc.)
- Strong programming skills in at least one programming language (Python, Java, etc.).
- Excellent problem-solving skills and ability to work independently and in a team.
