Data Engineer - AI and RAG Application
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Required Skills
Job Description
We are seeking a Data Engineer with strong expertise in **SQL, Python, and Retrieval\-Augmented Generation (RAG)** application development. The ideal candidate should have hands\-on experience building production\-ready AI solutions using **Large Language Models (LLMs)** and be capable of developing, enhancing, and scaling enterprise AI applications.
- *Key Responsibilities**
- Develop and enhance RAG\-based AI applications using Python and SQL.
- Perform data extraction, transformation, and analysis on structured and unstructured data.
- Build conversational AI solutions that enable natural language querying of business data.
- Enhance AI\-powered document analysis tools by improving data ingestion, retrieval, and output capabilities.
- Work with document processing, embeddings, vector databases, and LLM integrations.
- Collaborate with cross\-functional teams to deliver scalable AI solutions.
- *Experience on**
1**.Conversational Data Quality**: A natural language interface over clinical milestone data (Excel inputs \+ rules) where a study manager can ask open\-ended questions like "show me rule violations for sites in Spain." The point is moving beyond rigid tabular tools to a context\-aware, question\-driven experience.
2\. **ICF Analysis Tool**: Already in production. Ingests "Informed Consent Form: documents from a folder, runs them through an AI engine that flags suspicious data\-sharing language, surfaces offending paragraphs, allows user overrides, and exports to Excel. The hire needs to own, improve, and expand this kind of tooling.
- *Required Skills**
- 8\-10 years of experience
- Strong proficiency in Python and SQL (data extraction, transformation, and analysis).
- Hands\-on experience building RAG\-based AI applications(mandatory).
- Experience with LLMs, vector databases, document processing, embeddings, and AI application development.
- Strong analytical and problem\-solving skills.
- *Good to Have**
- Tableau (basic dashboard/report development is sufficient).
- Experience in the Life Sciences
Pay: From ₹1,200,000\.00 per year
Work Location: Remote
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Job Overview
- Job type
- Full-time
- Work mode
- Remote
- Location
- Anywhere in India
- Posted
- 1d ago
- Source
- Indeed