Data Scientist

Data Scientist w/ RAG and LLM experience

Remote

Only W2 candidate

Top Skills:

- Master\'s or PhD Preferred!

- 8-10+ years of experience in AI and machine learning, model building and strong coding skills in python

- 2+ years of working knowledge of applying recent LLMs including ChatGPT, GPT 3.5, OPT, BLOOM, etc. UTILIZING RAG!

- Experience working directly with large language models and Transformer based architectures including BERT, RoBERTa, T5 etc.

- Experience with conversational search / semantic search, reinforcement learning, prompt engineering, hallucination mitigation

- DevOps repos Debugging, building APIs and managing the algorithm flow across multiple workstreams in one repo

- Senior level experience deploying models in the Cloud (AWS) or Azure as secondary.

RAG Systems:

Experience and deep understanding of Retrieval-Augmented Generation (RAG), including concepts like embedding-based search, document retrieval, and combining retrieved information with LLMs.

Hands-on experience with advanced RAG platform development and maintenance.

Familiarity with knowledge base creation, indexing, and retrieval pipelines.

Core Technical Skills

Python Proficiency:

Expertise in crafting effective prompts for LLMs tailored to specific tasks.

Experience with techniques like zero-shot, few-shot prompting, prompt tuning, and chain of thought.

Proficient with CI/CD pipelines and tools like Jenkins, GitHub Actions, or GitLab CI.

Ability to work collaboratively with cross-functional teams in Agile settings.

Proficiency with code review practices and tools.

AI and NLP Knowledge

NLP Expertise:

Please send your resume to arunima@ibrain-tech.com