Senior Software Engineer, ML Research at Lila Sciences
Interview Preparation Plan
As a Senior Software Engineer, ML Research at Lila Sciences, you will be instrumental in developing the software infrastructure that powers the company's cutting-edge Machine Learning workflows and research tooling. You will collaborate closely with Machine Learning Engineers and Researchers, translating their algorithmic designs into robust, high-performance software libraries. This role involves designing, building, and maintaining scalable ML libraries, establishing CI/CD pipelines, and ensuring the integrity of ML workflows through rigorous testing. You will also be involved in architecting repository designs, supporting debugging and maintenance of compute environments, and developing data ingestion pipelines to bridge lab data with ML teams. The position requires a deep understanding of complex problems and algorithms, coupled with strong problem-solving abilities and a collaborative, team-first mentality.
Key Responsibilities
- Design and build high-performance, secure, and well-documented Machine Learning libraries.
- Implement CI/CD pipelines and integration tests for ML workflows.
- Architect repository designs to follow consistent standards.
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