About the job

Designation : Data & Integration Engineer (Python/TypeScript, Azure, Integrations)

Experience : 4 -8 Years

Location : Cochin

Job Summary :

Build data pipelines (crawling/parsing, deduplication/delta, embeddings) and connect external systems and interfaces.

Key Responsibilities :

- Development of crawling/fetch pipelines (API-first; playwright/requests only where permitted)

- Parsing/normalization of job postings & CVs, deduplication/delta logic (seen hash, repost heuristics)

- Embeddings/similarity search (controlling Azure OpenAI, vector persistence in pgvector)

- Integrations: HR4YOU (API/webhooks/CSV import), SerpAPI, BA job board, email/SMTP

- Batch/stream processing (Azure Functions/container jobs), retry/backoff, dead-letter queues

- Telemetry for data quality (freshness, duplicate rate, coverage, cost per 1,000 items)

- Collaboration with FE for exports (CSV/Excel, presigned URLs) and admin configuration

Must Have Requirements :

- 4+ years of backend/data engineering experience

- Python (FastAPI, pydantic, httpx/requests, Playwright/Selenium), solid TypeScript for smaller services/SDKs

- Azure: Functions/Container Apps or AKS jobs, Storage/Blob, Key Vault, Monitor/Log Analytics

- Messaging: Service Bus/Queues, idempotence & exactly-once semantics, pragmatic approach

- Databases: PostgreSQL, pgvector, query design & performance tuning

- Clean ETL/ELT patterns, testability (pytest), observability (OpenTelemetry)

Nice-to-have :

- NLP/IE experience (spaCy/regex/rapidfuzz), document parsing (pdfminer/textract)

- Experience with license/ToS-compliant data retrieval, captcha/anti-bot strategies (legally compliant)

- Working method: API-first, clean code, trunk-based development, mandatory code reviews

- Tools/stack: GitHub, GitHub Actions/Azure DevOps, Docker, pnpm/Turborepo (Monorepo), Jira/Linear, Notion/Confluence

- On-call/support: rotating, "you build it, you run it"