Description

You will build and own systems to enhance information retrieval and generation capabilities using Generative AI.

Responsibilities

• Design, develop, and optimize Retrieval-Augmented Generation models to improve information retrieval and generation.
• Develop and maintain search solutions utilizing Azure AI Search for accurate information access.
• Process and prepare data to support RAG workflows, ensuring data quality and relevance.
• Integrate and manage various data types, including text and images, for enhanced retrieval.
• Ensure the scalability, reliability, and performance of data retrieval in production environments.

Required Skills

• 8+ years of experience in Data Science, MLOps, and Data Engineering.
• Proven experience implementing AI and ML solutions, specifically in semiconductor manufacturing.
• Proficiency in Python.
• Proven experience building and deploying RAG pipelines or information retrieval systems.
• Familiarity with processing multimodal data (text, images) for retrieval tasks.
• Strong understanding of SQL and NoSQL database systems.
• Proficiency with Azure AI and Databricks.
• Experience in Data Engineering and Software Development.

Key Skills

Education

Bachelor's degree