
Advanced Gen AI Developer
14 hours ago
We are seeking a highly skilled and experienced professional to join our team as a Gen AI Specialist.
The successful candidate will be responsible for designing, developing, and maintaining advanced Gen AI solutions using state-of-the-art technologies. This includes building and optimizing Retrieval-Augmented Generation (RAG) pipelines, implementing data ingestion and summarization workflows in Databricks, and configuring and maintaining the Qdrant Vector Database for efficient entity search.
The ideal candidate will have hands-on experience with OpenAI GPT API and embedding models, strong Python expertise, and proficiency in data engineering, vector databases, web/UI development, deployment and CI/CD, API development and integration, and cloud/MLOps.
Responsibilities:- Design and develop RAG-based Gen AI solutions 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.
- Configure, maintain, and optimize the Qdrant Vector Database for efficient entity search.
- Manage integration between UI layer, 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.
- Strong Python expertise.
- Hands-on experience building Retrieval-Augmented Generation pipelines.
- OpenAI GPT API & Embedding models.
- Prompt engineering and optimization techniques.
- Databricks, Azure Data Lake, PySpark, Pandas, NumPy.
- Qdrant.
- Streamlit or equivalent Python-based UI frameworks.
- Docker, Bitbucket, Jenkins.
- REST API design and integration.
- 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).
- 5+ years of experience in software development and AI engineering.
- Master's degree or Ph.D. in Computer Science or related field.
- Competitive salary and benefits package.
- Opportunities for career growth and professional development.
- Collaborative and dynamic work environment.
- Recognition and rewards for outstanding performance.
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