Data Scientist_ NLP GenAI_ 3 to 5yrs
Core
Design and implement end-to-end solutions using Large Language Models (LLMs) and generative AI.
Role type
Senior IC Data Scientist (NLP & GenAI)
Builds
Production generative AI solutions, code libraries, and tools for text/audio/image/video modalities.
Domain
Generative AI, Natural Language Processing, Cloud Infrastructure
Deliverable
production ML models
Required skills
LLM development, Prompt engineering, RAG, LLM finetuning, Vector databases, Python, Cloud platforms (Azure/AWS/GCP), Docker, FastAPI
Preferred skills
Computer Vision, Audio analysis, SaaS LLM integration, Open-source LLMs (TensorFlow/PyTorch/HuggingFace), RLHF, Data annotation
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 and SDLC, Collaborate with cross-functional teams
Seniority
Mid-Senior, hands-on IC
