What are the responsibilities and job description for the Sr. Software Engineer, ML Platform (Michelangelo) position at Uber?
About The Role
The team is Uber's Machine Learning Platform (Michelangelo).
We are building a truly extensible machine learning ecosystem. This system provides a comprehensive tool chains to empower ML engineers to build high quality machine learning solutions in all perspectives in Uber's business.
Our team is composed of collaborative people with deep knowledge in various domains, such as, but not limited to, distributed systems, analytical systems, large-scale backend services, large-scale computing infra, feature stores, data vis and cloud-based AI solutions, modeling techniques or critical, very large scale online system operations.
[Meet Michelangelo: Uber's Machine Learning Platform (http://eng.uber.com/michelangelo/)
What The Candidate Will Do
The team is Uber's Machine Learning Platform (Michelangelo).
We are building a truly extensible machine learning ecosystem. This system provides a comprehensive tool chains to empower ML engineers to build high quality machine learning solutions in all perspectives in Uber's business.
Our team is composed of collaborative people with deep knowledge in various domains, such as, but not limited to, distributed systems, analytical systems, large-scale backend services, large-scale computing infra, feature stores, data vis and cloud-based AI solutions, modeling techniques or critical, very large scale online system operations.
[Meet Michelangelo: Uber's Machine Learning Platform (http://eng.uber.com/michelangelo/)
What The Candidate Will Do
- Build, test and manage the micro services and libraries
- Build frameworks for feature computation, storage and access on online, offline and streaming cases
- Build applications with nonSQL storages and cache systems
- Build pipelines offline and streaming related to generative AI needs in Uber
- Collaborate with modeling teams to advance feature engineering at Uber
- Bachelor's degree or equivalent in Computer Science, Engineering, Mathematics or related field AND 5 years full-time Software Engineering work experience, WHICH INCLUDES 3-year total technical software engineering experience in one or more of the following areas:
- Programming language (Java, Python, or Go)
- Realtime and streaming data pipelines.
- Large nonSQL databases, vector DBs, cache systems.
- Deep experience in scaling modeling, feature engineering, Ray or Spark.
- PyTorch or JAX experience
Salary : $202,000 - $224,000