Senior Machine Learning Engineer – Discovery
| Company | Roblox |
|---|---|
| Location | San Mateo, CA, USA |
| Salary | $192890 – $255200 |
| Type | Full-Time |
| Degrees | PhD |
| Experience Level | Entry Level/New Grad, Junior |
Requirements
- Possess or pursuing a Ph.D. in Computer Science, Computer Engineering, Data Science, or a similar technical degree.
- Proficiency in one or more programming languages such as Go, Python, C++, or C#
- Expertise in one or more of the following areas: recommendation systems, information retrieval, text/image/video understanding, or GenAI/foundation models.
- Strong background in advanced techniques such as LLMs, multimodal learning, and other state-of-the-art machine learning methods.
- Experience building and working on end-to-end ML pipelines, including data processing, modeling, and production deployment.
- Published and presented peer-reviewed articles in top-tier venues, such as NeurIPS, ICML, ICLR, ACL, EMNLP, CVPR, ICCV, KDD, WWW and RecSys.
Responsibilities
- Develop cutting-edge machine learning models for recommendation systems, search systems, image/video understanding, and text understanding.
- Apply advanced techniques in LLMs and multimodal learning to improve content and user understanding.
- Create end-to-end solutions to enhance search and discovery across key surfaces like the homepage, search, and experience details page.
- Ensure the scalability, reliability, and extensibility of our machine learning systems.
Preferred Qualifications
-
No preferred qualifications provided.