SRE Engineer

New Today

Site Reliability Engineers are responsible and take ownership for reliability, scalability, automation, and other aspects related to uptime and availability of our database services. You will need to have strong skills in following areas:• Understanding of GenAI Foundation Models and Vector DB: Leveraging foundational AI models and Vector database technologies for advanced AI capabilities.• Evaluate different DB technologies for AI and RAG capabilities• Install, configure, and maintain vector databases such as Pinecone, Weaviate, Milvus, etc on hybrid infrastructure platforms• Design and manage embedding storage architectures optimized for high-dimensional vector search.• Monitor and improve the performance and scalability of vector databases for large-scale deployments.• Manage data ingestion, indexing strategies (e.g. HNSW, IVF, Annoy), and re-indexing tasks.• Ensure data consistency, replication, backups, and disaster recovery plans are in place.• Implement security best practices including access controls, encryption, and audit logging.• Collaborate with AI/ML and data engineering teams to integrate vector databases with NLP, CV, and recommendation system pipelines; assess large and varied data sources and help development teams design RAG applications.• Document configurations, architecture decisions, and operational procedures.• Knowledge and ability to thrive in an Agile DevOps environment; responsibility to manage database availability, scalability and reliability with an automation approach
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Location:
Sunnyvale, CA, United States
Category:
Architecture And Engineering Occupations

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