Senior Data Transformation Specialist

3 days ago

Vadodara, Gujarat, India beBeeDataEngineer Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Job Title

About the Role:

We are seeking a skilled Data Engineer to build robust pipelines that transform large, heterogeneous technical datasets into high-quality structured data.

The core focus is to extract, validate and improve mappings of structured attributes from unstructured/semi-structured documents (PDFs, images, CSVs, drawings, websites).

This role combines deterministic extraction techniques with cutting-edge automation to scale attribute mapping, quality assurance and structured comparisons across hundreds of datasets.

Key Responsibilities:

  • Design and implement automated pipelines to extract structured attributes from unstructured documents using LLMs, regex, OCR and digitization tools.
  • Apply machine learning algorithms to parse text, tables and graphics into structured formats.
  • Build automated validation and anomaly detection checks to ensure high-quality data.
  • Use RAG/document query frameworks to automatically surface additional attributes and integrate them into structured pipelines.
  • Normalize heterogeneous data into structured outputs (CSV, SQL, JSON) for large-scale comparisons.
  • Document workflows and maintain reusable extraction modules for scalability.

Qualifications:

  • Strong Python skills with 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 and structured data management.

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