
Expert Data Architect
12 hours ago
We are seeking a highly skilled software engineer to join our team as a senior backend data and integration expert.
This is a challenging role that involves building robust data pipelines, connecting external systems and interfaces, and ensuring seamless integration with various technologies.
- Key Responsibilities:
- Design and develop efficient crawling/fetch pipelines using an API-first approach with playwright/requests where permitted.
- Parsing and normalizing job postings and CVs, eliminating duplicates and applying delta logic (seen hash, repost heuristics).
- Implementing embeddings and similarity search (controlling Azure OpenAI, vector persistence in pgvector).
- Integrating HR4YOU (API/webhooks/CSV import), SerpAPI, BA job board, email/SMTP services.
- Processing large datasets using batch/stream processing (Azure Functions/container jobs), retry/backoff, dead-letter queues.
- Monitoring data quality (freshness, duplicate rate, coverage, cost per 1,000 items) and collaborating with front-end engineers for exports (CSV/Excel, presigned URLs) and admin configuration.
- Must Have Requirements:
- 4+ years of experience in backend/data engineering.
- Proficiency in Python (FastAPI, pydantic, httpx/requests, Playwright/Selenium) and solid TypeScript for smaller services/SDKs.
- Azure: Functions/Container Apps or AKS jobs, Storage/Blob, Key Vault, Monitor/Log Analytics expertise.
- Messaging: Service Bus/Queues, idempotence & exactly-once semantics, practical approach.
- Databases: PostgreSQL, pgvector, query design and performance tuning knowledge.
- 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.
- Collaborative 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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