Data Scientist- Gen AI
Core
Design and implement end-to-end generative AI solutions using Large Language Models (LLMs) and related technologies.
Role type
Senior IC Generative AI Engineer (LLMs)
Builds
Production generative AI applications, tools, and code libraries
Domain
Generative AI, Natural Language Processing, Cloud Infrastructure
Deliverable
production ML models
Required skills
LLM development, Prompt engineering, Vector databases, Python, Cloud platforms (Azure/AWS/GCP), Docker, FastAPI/Django/Flask, Git, NLP use cases, Computer Vision, Audio analysis
Preferred skills
LLM finetuning (PEFT, RLHF), Quantization, Open-source LLMs (TensorFlow/PyTorch, HuggingFace), Cloud certifications
Technologies
LangChain, LlamaIndex, Azure OpenAI, Google Vertex AI, AWS Bedrock, TensorFlow, PyTorch, HuggingFace, Docker, FastAPI, Django, Flask, Git
Responsibilities
Design and implement advanced LLM solutions, Develop and maintain code libraries and frameworks, Conduct research on generative AI developments, Participate in code reviews, Engage in the full software development lifecycle, Collaborate with cross-functional teams
Seniority
Senior, hands-on IC