Vector Database Admin
3 hours ago
Key Responsibilities:
- Database Administration:
- Manage and maintain Astra DB Serverless (Vector) environments in production.
- Monitor database health, performance, and availability using built-in tools and custom alerts.
- Implement backup, restore, and cloning strategies for disaster recovery and operational continuity.
- Data Operations:
- Support ingestion and indexing of vector data for Retrieval Augmented Generation (RAG) applications.
- Optimize storage and query performance using Storage Attached Indexing and vector search capabilities.
- Collaborate with data engineering teams to design and maintain schemas and collections.
- Security & Compliance:
- Ensure database security through role-based access control, encryption, and audit logging.
- Maintain compliance with internal and external data governance policies.
- Automation & Integration:
- Automate operational tasks using Astra APIs and CI/CD pipelines.
- Integrate Astra DB with AI platforms (e.g., OpenAI, Vertex AI) and developer tools (e.g., GitHub, Vercel).
- Support & Troubleshooting:
- Provide production support, including incident response and root cause analysis.
- Collaborate with DataStax support and internal stakeholders to resolve issues.
Qualifications:
- Proven experience as a DBA in production environments, preferably with NoSQL or distributed databases.
- Hands-on experience with DataStax Astra DB, especially vector database features.
- Familiarity with GenAI use cases, semantic search, and vector embeddings.
- Proficiency in Python or similar scripting languages for automation and data operations.
- Experience with cloud platforms (AWS, GCP, Azure) and multi-region deployments.
- Strong understanding of database security, performance tuning, and monitoring.
- Excellent communication and collaboration skills.
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