Genai Developer

Description:

The project involves implementing a Generative AI-based solution designed to create SQL queries based on natural language inputs provided by users querying the company’s data warehouse. The complexity of the underlying database requires advanced GenAI techniques, including complex prompt engineering, few-shot learning with dynamically created examples, ingestion and understanding of database metadata, post-creation validation and correction of generated SQL, and the creation of intricate JOINs and filters.

Skills Needed

• Demonstrated experience in delivering Generative AI solutions using LLMs.
• Proven expertise in advanced prompt engineering techniques.
• Strong knowledge of SQL, including understanding of database metadata and schema interpretation.
• Proficiency in Python and LangChain.
• Excellent problem-solving skills and the ability to articulate solutions clearly.
• Strong ability to gather and incorporate feedback from team members and stakeholders.
• Familiarity with Google Cloud Platform (GCP), specifically Vertex AI and BigQuery.
• Capability to work autonomously and manage challenging timelines effectively.