Senior Machine Learning Engineer, Search
Tasks
- Build search and retrieval platform components
- Collaborate with research to evolve embeddings and retrieval strategies
- Develop hybrid fusion and reranking
- Develop production microservices
- Develop temporal segment level search
- Implement evaluation frameworks for search quality
- Implement lexical retrieval
- Optimize retrieval performance at scale
- Own vector indexing ANN
- Serve machine learning inference
- Ship search capabilities end to end
Perks/Benefits
- N/A
Skills/Tech-stack
ANN | Apache Airflow | Async Programming | BM25 | Distributed Systems | EKS | Elasticsearch | Go | Hybrid retrieval | Inference Optimization | Inference Server | Information Retrieval | KServe | Kubeflow | Kubernetes | Lexical retrieval | Machine Learning | Microservices | Model Serving | Python | Ray | Ray Serve | Reranking | Score Normalization | Search Engines | Spark | Triton Inference | Triton Inference Server | Vector Databases | Vector Search
Education
N/A
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