Data Scientist/Machine Learning Engineer With Gen AI Exp

RapidIT

Raleigh, NC

Full Time

Mid Level

10 days ago

Job Description

About the Role

The role involves working as a Data Scientist or Machine Learning Engineer with expertise in Generative AI (Gen AI). The position requires applying advanced NLP techniques, transformer-based architectures, and large language models to develop and optimize AI systems. The candidate will contribute to projects involving sentiment analysis, named entity recognition, text classification, and Retrieval-Augmented Generation (RAG), with a focus on performance and relevancy challenges in AI applications.

Key Responsibilities

Apply proficiency in NLP, transformer-based architectures, and Generative AI to develop AI models and solutions.
Elaborate on specific tools, techniques, and applications related to NLP, such as keyword extraction from PDF documents using sentiment analysis.
Discuss challenges related to Retrieval-Augmented Generation (RAG), including latency and relevancy issues, and explain how to optimize performance.
Work with large language models (LLMs), including fine-tuning, prompt engineering, and managing full lifecycle projects.
Contribute to projects involving AI-powered chatbots or assistants and consider the scale of user interaction.

Requirements

Proficiency in NLP, transformer-based architectures, and Generative AI (Gen AI).
Experience with sentiment analysis, named entity recognition (NER), and text classification.
Ability to discuss tools, techniques, and applications used in NLP projects, such as keyword extraction and sentiment analysis.
Knowledge of Retrieval-Augmented Generation (RAG) systems, including challenges and performance optimization.
Experience working with large language models (LLMs), including fine-tuning and prompt engineering, and full lifecycle involvement.