Extracting Insights

1 week ago

Mumbai, Maharashtra, India beBeeData Full time ₹ 20,00,000 - ₹ 25,00,000

We are seeking a Data Pipeline Architect to join our team.

Job Description

In this role, you will be responsible for designing and implementing robust data pipelines that extract structured attributes from unstructured/semi-structured documents (PDFs, images, CSVs, drawings, websites). You will leverage deterministic extraction techniques combined with cutting-edge LLM automation to scale attribute mapping, quality assurance, and structured comparisons across hundreds of datasets.

  • We focus on developing scalable and maintainable pipelines using Python libraries such as BeautifulSoup, PyPDF2, Camelot, and OpenCV.
  • You will apply regex, OCR, and digitization tools for parsing text, tables, and graphics into structured formats.
  • Build automated validation and anomaly detection checks to ensure high-quality data.
  • Use document query frameworks such as LangChain, LlamaIndex, and RAG to automatically surface additional attributes and integrate them into structured pipelines when recurring.
  • Normalize heterogeneous data into structured outputs (CSV, SQL, JSON) for large-scale comparisons.

Required Skills and Qualifications

  • Strong Python skills with hands-on experience in data parsing and extraction libraries.
  • Proven experience with LLM-based extraction/mapping pipelines.
  • Experience handling messy/unstructured data (PDFs, images, JSON, XML).
  • Knowledge of document query frameworks is a strong plus.
  • Comfort with relational databases (PostgreSQL/MySQL) and structured data management.

Benefits

Our ideal candidate will have the opportunity to work on challenging projects, collaborate with a talented team, and grow professionally. We offer a competitive salary and benefits package.

Others

We value diversity and inclusion in the workplace and encourage applications from underrepresented groups.

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