Minimum qualifications:

• Bachelor's degree in Computer Science, Data Science, or equivalent practical experience.
  
• 4 years of experience working in AI/ML as a technical sales engineer or in software engineering.
  
• Experience in Python and ML frameworks (e.g., Tensor Flow, Py Torch).
  
• Experience in Generative AI as a user or a developer.
  
• Experience delivering technical presentations and leading business value sessions.

Preferred qualifications:

• Experience in systems design, with the ability to architect and explain data pipelines, ML pipelines, and ML training and serving approaches.
  
• Experience with full-stack ML engineering to seamlessly combine retrieval-based knowledge and generative text generation to implement and optimize RAG models using first-party and OSS models.
  
• Experience with semantic search frameworks and tools/databases such as Lang Chain, Faiss, and Pinecone.
  
• Understanding of and experience with implementing search concepts, such as indexing, scoring, relevancy, faceting, and query rewriting and expansion.
  
• Understanding of nearest neighbor search concepts.