
Backend Data Engineer
2 days ago
We are seeking a highly skilled Senior Backend Data & Integration Engineer to build data pipelines, connect external systems and interfaces, and collaborate with the frontend team.
As a Senior Backend Data & Integration Engineer, you will be responsible for:
- Development of crawling/fetch pipelines using API-first approach
- Parsing/normalization of job postings & CVs, deduplication/delta logic including seen hash, repost heuristics
- Embeddings/similarity search controlling Azure OpenAI, vector persistence in pgvector
- Integrations: HR4YOU, SerpAPI, BA job board, email/SMTP
- Batch/stream processing using Azure Functions/container jobs, retry/backoff, dead-letter queues
- Telemetry for data quality including freshness, duplicate rate, coverage, cost per 1,000 items
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)
Desirable Skills:
- 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
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