Senior Machine Learning Engineer – PhD New Grad – Marketplace
| Company | Roblox |
|---|---|
| Location | San Mateo, CA, USA |
| Salary | $192890 – $255200 |
| Type | Full-Time |
| Degrees | PhD |
| Experience Level | Entry Level/New Grad, Junior, Mid Level, Senior |
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, Node.js, Ruby, Python, C++, Lua, Swift, C#, or Java
- Expertise in areas such as recommender systems, search technologies, personalization strategies, or advanced content understanding techniques
- Experience with state-of-the-art techniques in deep learning, including LLMs, multimodal models, NLP, or computer vision.
- Excel at building and working on end-to-end ML systems, from data analysis and ML modeling to production pipelines.
- Published and presented peer-reviewed articles in top-tier venues.
Responsibilities
- Build end-to-end machine learning solutions for search, recommendation, and content understanding by working backward from product needs.
- Design, implement, and optimize deep learning models that drive discovery and personalization across the Marketplace.
- Explore novel modeling approaches for ranking, retrieval, multimodal content understanding, and query understanding.
- Develop robust and scalable production systems to serve high-scale search and recommendation requests.
Preferred Qualifications
-
No preferred qualifications provided.