Data Scientist/ Senior Data Scientist- NLP GenAI
Core
Design and implement advanced solutions utilizing Large Language Models (LLMs) and generative AI across text, audio, and video modalities.
Role type
Senior IC NLP GenAI Engineer
Builds
Production GenAI applications, code libraries, and tools for LLM integration
Domain
Generative AI, Natural Language Processing, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, LLMs, Prompt Engineering, Vector Databases, Cloud Platforms (Azure/AWS/GCP), Docker, FastAPI/Django/Flask, Git, NLP use cases (classification, topic modeling, Q&A, summarization), Computer Vision, Audio/Video analysis, LLM finetuning (PEFT, RLHF), GPU utilization
Preferred skills
Cloud certifications
Technologies
LangChain, LlamaIndex, Azure OpenAI, Google Vertex AI, AWS Bedrock, TensorFlow, PyTorch, HuggingFace, Docker, FastAPI, Django, Flask
Responsibilities
Design and implement advanced solutions utilizing Large Language Models (LLMs), Conduct research and stay informed about the latest developments in generative AI and LLMs, Develop and maintain code libraries, tools, and frameworks to support generative AI development, Participate in code reviews and contribute to maintaining high code quality standards, Engage in the entire software development lifecycle, from design and testing to deployment and maintenance, Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility
Seniority
Senior, hands-on IC