Quantiphi - Generative AI Engineer - RAG/OpenCV

Role : Gen AI Developer.

Job Type : Fulltime with Quantum Integrators.

Shift Timing : UK Time.

Notice period : Immediate joiner.

experience : 8+ Years.

Location : Pune/Nagpur (Work From Office, Hybrid can be consider).

Roles & Responsibilities :

- 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 :

- 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.