Principal AI Data Strategy Consultant (Relational Database, API Layers)
Core
Lead the design, build, and operation of production-grade AI data systems (vector databases, blob storage, RDBMS, APIs) to power Sales Assist, a platform for personalized client engagement.
Role type
Principal AI Data Strategy Consultant (Individual Contributor)
Builds
Production AI data platforms, vector database ecosystems, and API layers for Sales Assist
Domain
Financial services / Asset management / AI Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Vector database architecture, Blob/object storage management, Relational database design, API design (GraphQL/REST), Data pipeline orchestration, Cloud platform expertise, Team leadership, Performance optimization
Preferred skills
LLM application development, RAG architectures, Semantic search systems, MLOps, Feature stores, Data observability
Technologies
Pinecone, Weaviate, FAISS, Milvus, S3, Azure Blob, PostgreSQL, SQL Server, AWS, Azure, GCP, Snowflake, Databricks, Airflow, Dagster
Responsibilities
Own end-to-end architecture and operation of AI data platforms; Lead design and management of vector database ecosystems; Architect data pipelines for multi-modal data; Define and implement GraphQL/REST API strategies; Lead and manage engineering teams; Implement data governance, security, and compliance controls
Seniority
Principal, hands-on IC with team leadership