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Generative AI Developer - Data Modeling

Generative AI Developer - Data Modeling

Quantum Integrators Group, LLCPune
30+ days ago
Job description

Role : Gen AI Developer.

Job Type : Fulltime with Quantum Integrators.

Location : Pune / Nagpur, MH.

Shift Timing : UK Time.

Notice period : Immediate joiner.

RELEVANT EXPERINCE REQUIRED : 5+ Years.

Roles & Responsibilities :

  • Maintain and enhance the existing RAG-based Gen AI solution for entity-based query and response.
  • Implement and optimize data ingestion, summarization, embedding, and retrieval workflows in Databricks.
  • Develop and fine-tune RAG pipelines integrating OpenAI GPT API with embedding models (Ada).
  • Configure, maintain, and optimize the Qdrant Vector Database for efficient entity search.
  • Manage integration between UI layer (Streamlit chatbot), backend APIs, and Azure Data Lake.
  • Create, monitor, and optimize Databricks jobs for data preparation and quality checks.
  • Ensure smooth CI / CD deployment of models and applications using Bitbucket / Jenkins.
  • Collaborate with Data Ops and Business teams for continuous data quality improvements.
  • Troubleshoot and resolve production issues quickly, ensuring minimal downtime.
  • Document processes and provide technical knowledge transfer to other team members.

Required Technical Skills :

  • Programming : Strong Python expertise.

    • Gen AI & RAG :

  • Hands-on experience building Retrieval-Augmented Generation pipelines.
  • OpenAI GPT API & Embedding models (Ada or similar).
  • Prompt engineering and optimization techniques.

    • Data Engineering : Databricks, Azure Data Lake, PySpark, Pandas, NumPy.

    Vector Databases : Qdrant.

    Web / UI Development : Streamlit or equivalent Python-based UI frameworks.

    Deployment & CI / CD : Docker, Bitbucket, Jenkins.

    API Development & Integration : REST API design and integration.

    Cloud & MLOps :

  • Azure environment, model lifecycle management, performance tuning.
  • Experience with multimodal RAG (text + image retrieval).
  • Familiarity with model explainability tools.
  • Knowledge of image processing libraries (OpenCV, PIL) if future scope includes images.

    • (ref : hirist.tech)

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    Generative Ai Developer • Pune