About client:

A global IT and consulting company based in Bangalore, India providing IT services to clients worldwide across multiple industries.

Opening: Data Engineer

Responsibilities:

- Data Pipelines: Build ETL flows for structured/unstructured data, ensuring normalization, deduplication, and semantic consistency.

- Vector Infrastructure: Manage pgvector, Azure AI Search, Redis vector indexing, and hybrid search layers.

- Data Governance: Implement zero-trust access, privacy controls, and compliance within AI context pipelines.

- Real-time Processing: Build event-driven architectures that continuously refresh embeddings and indexes.

Required Qualifications:

- Deep experience with distributed data systems, SQL, and orchestration tools.

- Experience tuning high-throughput database infrastructure.

- Knowledge of Google's GECX is a plus.

- Familiarity with chunking strategies and embedding models.

Experience Required:

5 years to 7+ years

Skillset Requirements:

- ETL & Data Modeling: Designing pipelines for structured/unstructured data, normalization, deduplication,



and semantic consistency.

- Vector Databases: pgvector, Redis, Azure AI Search, hybrid search, and index optimization.

- Distributed Data Systems: Kafka, Spark, Flink, or similar event- driven architectures.

- Data Governance: Zero-trust access, privacy controls, compliance, and auditability.

- Real-time Embedding Updates: Event-driven refresh pipelines for RAG and agent memory systems.

- Chunking & Embeddings: Semantic chunking, metadata tagging, and embedding model selection.

- Search Infrastructure: BM25, hybrid search, inverted indexes, and ranking algorithms.

- Performance Tuning: High-throughput read/write optimization.

- Data Quality & Lineage: Validation, schema enforcement, and lineage tracking (e.g., Outstanding Expectations, OpenLineage).

Other Details:

Experience : 5-7 years

Work Timings: 9am-6pm

Work Days: Monday- Friday

Work Mode: Onsite

Location: Brampton, Ontario, Canada

📌 Data Engineer | Onsite | Canada | CAD Salary (Brampton)
🏢 HR Ways
📍 Brampton