Data Scientist/Senior Data Scientist - Gen AI (5 to 10 Years)
Core
Design and implement advanced solutions utilizing Large Language Models (LLMs) and generative AI for various use cases including NLP, computer vision, and audio.
Role type
Senior IC Data Scientist (Gen AI)
Builds
End-to-end generative AI solutions, code libraries, and tools
Domain
Generative AI, Large Language Models, Cloud Computing
Deliverable
production ML models
Required skills
Natural Language Processing (NLP), Computer Vision, Generative AI, Cloud platforms (Azure, AWS, GCP), Python, Docker, FastAPI/Django/Flask, Git, Prompt engineering, LLM finetuning, RLHF
Preferred skills
Cloud certification, experience with SaaS LLMs (Azure OpenAI, Google Vertex AI, AWS Bedrock), experience with Open-source LLMs (TensorFlow, PyTorch, HuggingFace)
Technologies
LangChain, LlamaIndex, Vector databases, Azure OpenAI, Google Vertex AI, AWS Bedrock, TensorFlow, PyTorch, HuggingFace, Docker, FastAPI, Django, Flask, Git
Responsibilities
Design and implement advanced solutions utilizing LLMs; Conduct research on latest developments in generative AI; Develop and maintain code libraries and frameworks; Participate in code reviews; Engage in the entire software development lifecycle; Collaborate with cross-functional teams
Seniority
Senior, hands-on IC
