Data Engineer

1 week ago

Gurugram, India Masin Projects Pvt. Ltd Full time

Data Engineer - Multi-source ETL & GenAI Pipelines (3+ Years)Roles and Responsibilities : - Build and maintain scalable, fault-tolerant data pipelines to support GenAI and analytics workloads across OCR, documents, and case data.- Manage ingestion and transformation of semi-structured legal documents (PDF, Word, Excel) into structured formats.- Enable RAG workflows by processing data into chunked, vectorized formats with metadata.- Handle large-scale ingestion from multiple sources into cloud-native data lakes (S3, GCS), data warehouses (BigQuery, Snowflake), and PostgreSQL.- Automate pipelines using orchestration tools like Airflow/Prefect, including retry logic, alerting, and metadata tracking.- Collaborate with ML Engineers to ensure data availability, traceability, and performance for inference and training pipelines.- Implement data validation and testing frameworks using Great Expectations or dbt.- Integrate OCR pipelines and post-processing outputs for embedding and document search.- Design infrastructure for streaming vs batch data needs and optimize for cost, latency, and reliability.Qualifications : - Bachelors or Masters degree in Computer Science, Data Engineering, or equivalent.- 3+ years of experience in building distributed data pipelines and managing multi-source ingestion.- Proficiency with Python, SQL, and data tools like Pandas, PySpark.- Experience working with data orchestration tools (Airflow, Prefect), and file formats like Parquet, Avro, JSON.- Hands-on experience with cloud storage/data warehouse systems (S3, GCS, BigQuery, Redshift).- Understanding of GenAI and vector database ingestion pipelines is a strong plus.- Bonus : Experience with OCR tools (Tesseract, Google Document AI), PDF parsing libraries (PyMuPDF), and API-based document processors. (ref:hirist.tech)

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