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17 hours ago
This is a pivotal position within our organization, focused on building data pipelines to connect external systems and interfaces. The ideal candidate will possess expertise in developing crawling/fetch pipelines using API-first approaches.
The responsibilities of this role include parsing/normalization of job postings & CVs, deduplication/delta logic, embeddings/similarity search, integrations with various platforms such as HR4YOU, SerpAPI, and BA job board, batch/stream processing, and telemetry for data quality.
Key Responsibilities:- Developing data pipelines to fetch and process information from various sources
- Parsing and normalizing job postings and CVs for effective analysis
- Implementing deduplication and delta logic to ensure data accuracy
- Building embeddings and similarity search capabilities using Azure OpenAI and pgvector
- Integrating with HR4YOU, SerpAPI, and other platforms to enhance data collection
- Processing data in batches or streams using Azure Functions and container jobs
- Maintaining data quality through telemetry and analytics
- 4+ years of experience in backend/data engineering
- Proficiency in Python (FastAPI, pydantic, httpx/requests, Playwright/Selenium), TypeScript for smaller services/SDKs
- Familiarity with Azure (Functions/Container Apps or AKS jobs, Storage/Blob, Key Vault, Monitor/Log Analytics)
- Experience with messaging queues (Service Bus/Queues) and idempotence/exactly-once semantics
- Expertise in databases (PostgreSQL, pgvector, query design & performance tuning)
- Understanding of ETL/ELT patterns, testability (pytest), and observability (OpenTelemetry)
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