Principal NLP & LLM Scientist - Production-Ready AI Leader

MRL Consulting Group Ltd.; United States; Vor Ort; USD 139.437 - 216.902; Vollzeit

Zusammenfassung

MRL Consulting Group Ltd. is seeking a Principal NLP Scientist in Singapore to lead the research, design, and deployment of advanced NLP and LLM solutions for enterprise-scale applications.

You will drive production-ready AI capabilities, collaborate with engineers, data scientists, and product teams, and set the technical direction for NLP initiatives. The role requires a PhD and 8+ years in AI/NLP, with at least 5 years building NLP/LLM systems for production.

Qualifikationen

• PhD in Computer Science, AI, ML, Computational Linguistics, Data Science or related field.
• 8+ years of professional experience in AI/NLP.
• At least 5 years hands-on experience developing NLP/LLM solutions for production.
• Strong Python, PyTorch, and Hugging Face Transformers expertise.
• Deep understanding of Transformer architectures and modern NLP techniques.
• Experience with RAG, GraphRAG, embeddings, vector search, and knowledge graphs.
• Experience deploying LLMs in production and in cloud environments.
• Excellent communication with technical and non-technical stakeholders.

Aufgaben

• Lead the research, design, and development of advanced NLP and LLM solutions for enterprise applications.
• Design and implement models for named entity recognition, text classification, semantic search, information extraction, document understanding, and text generation.
• Develop and optimise Retrieval-Augmented Generation (RAG), GraphRAG, and knowledge graph solutions to enhance AI-powered workflows.
• Evaluate, fine-tune, and deploy Large Language Models for production use cases.
• Define experimentation strategies, evaluation frameworks, and success metrics for NLP models.
• Build prototypes and proof-of-concepts to validate emerging AI technologies and business opportunities.
• Collaborate with software engineering teams to integrate AI services into production platforms.
• Establish best practices for model evaluation, data quality, annotation standards, and MLOps.
• Monitor model performance, identify improvement opportunities, and drive continuous optimisation.
• Mentor engineers and data scientists while providing technical leadership across AI initiatives.
• Stay current with advances in NLP, generative AI, and language modelling to identify opportunities for innovation.

Kenntnisse

Python

PyTorch

Transformers

NLP

LLM deployment

RAG

Vector search

Knowledge graphs

SQL

Cloud platforms

Agile

Research leadership

Ausbildung

PhD in Computer Science or related field

Tools

Docker

Kubernetes

CI/CD

MLOps

Neo4j

FalkorDB

Azure

AWS

Jobbeschreibung

MRL Consulting Group Ltd. is seeking a Principal NLP Scientist in Singapore to lead the research, design, and deployment of advanced NLP and LLM solutions for enterprise-scale applications.

You will drive production-ready AI capabilities, collaborate with engineers, data scientists, and product teams, and set the technical direction for NLP initiatives. The role requires a PhD and 8+ years in AI/NLP, with at least 5 years building NLP/LLM systems for production.