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., Excellent Expectations, OpenLineage).

Other Details

Experience: 5-7 years

Work Timings: 9am-6pm

Work Days: Monday- Friday

Work Mode: Onsite

Location: Brampton, Ontario, Canada

About HR Ways

HR Ways is an Award winning Technical Recruitment Firm helping software houses and IT Product companies internationally and locally to find IT Talent. HR Ways is engaged by 300+ Employers worldwide ranging from worlds biggest SaaS Companies to most competitive Startups. We have entities in Dubai, Canada, US, UK, Pakistan, India, Saudi Arabia, Portugal, Brazil and other parts of the world.

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