Data Scientist/ Senior Data Scientist- NLP GenAI
Core
Design and implement advanced solutions utilizing Large Language Models (LLMs) and generative AI for text, audio, and image modalities.
Role type
Senior IC Data Scientist (NLP & GenAI)
Builds
End-to-end generative AI solutions, code libraries, and tools supporting LLM development.
Domain
Generative AI, Natural Language Processing, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, LLMs (SaaS & Open-source), NLP (classification, topic modeling, Q&A, summarization), Prompt Engineering (COT, TOT, ReAct), Vector Databases, Cloud Platforms (Azure, AWS, GCP), Docker, FastAPI/Django/Flask, Git, PEFT, RLHF, GPU utilization
Preferred skills
Cloud certification, Computer Vision, Audio/Video analysis
Technologies
LangChain, LlamaIndex, Azure OpenAI, Google Vertex AI, AWS Bedrock, TensorFlow, PyTorch, HuggingFace
Responsibilities
Design and implement LLM solutions, conduct research on GenAI developments, develop/maintain code libraries, participate in code reviews, engage in full SDLC, collaborate with cross-functional teams
Seniority
Senior, hands-on IC
