Lead Architect for Large Language Models

2 months ago


Gurgaon, Haryana, India United WE Care Full time

Job Summary
United WE Care seeks a highly skilled Lead Architect for Large Language Models to lead the development and integration of advanced NLP technologies.

Key Responsibilities
- Architect and develop cutting-edge LLM solutions incorporating technologies like Retrieval-Augmented Generation (RAG) to enhance model performance and capability.
- Lead data collection, dataset creation, and preprocessing efforts to build comprehensive, high-quality datasets for training sophisticated LLMs.
- Implement and refine RLHF processes to continuously improve LLM outputs based on structured human feedback.
- Develop robust strategies for AI safety and model explainability, including mitigation of model hallucinations and biases and integration of SHAP or similar tools for model transparency and interpretability.
- Collaborate across functions to ensure that LLM architectures leverage the latest in AI research and comply with emerging ethical guidelines and regulatory standards.

Qualifications
- Advanced degree in Computer Science, Artificial Intelligence, or a related field, with a deep focus on NLP, machine learning, and AI ethics.
- Demonstrated expertise in designing and implementing LLM architectures, with specific experience in RAG, RLHF, and modern NLP technologies.
- Proven track record of working with AI safety and explainability frameworks, adept at implementing solutions to enhance model reliability and transparency.
- Strong foundation in data science and machine learning algorithms, with experience in managing large-scale datasets for AI applications.



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