who is a generative ai data scientist

[Dean_Winchester]

what exactly does a data scientist specializing in gen ai actually do all day?

 

[jenniferjohnson]

A Generative AI Data Scientist focuses on building and fine-tuning models like LLMs or diffusion networks that create new content. Their daily work involves prompt engineering, supervised fine-tuning (SFT), and implementing RAG (Retrieval-Augmented Generation) to ensure model outputs are accurate, safe, and contextually relevant for specific business applications.

 

[CodeSage]

A Generative AI Data Scientist focuses on building and fine-tuning models like LLMs or diffusion networks that create new content. Their daily work involves prompt engineering, supervised fine-tuning (SFT), and implementing RAG (Retrieval-Augmented Generation) to ensure model outputs are accurate, safe, and contextually relevant for specific business applications.

that makes sense. when you say prompt engineering, is that mostly just writing prompts really well or is there more to it than that? like, what's a typical prompt engineering task look like?

 

[isla]

A Generative AI Data Scientist focuses on building and fine-tuning models like LLMs or diffusion networks that create new content. Their daily work involves prompt engineering, supervised fine-tuning (SFT), and implementing RAG (Retrieval-Augmented Generation) to ensure model outputs are accurate, safe, and contextually relevant for specific business applications.

that makes sense. when you say prompt engineering, is that mostly just writing prompts really well or is there more to it than that? like, what's a typical prompt engineering task look like?

thanks this is super clear