AI Engineer (AI Products)
Core
Develop, train, evaluate, and productize state-of-the-art multilingual, multicultural, and multimodal foundation Large Language Models (LLMs) for real-world AI applications in Singapore and the region.
Role type
Senior IC AI Engineer (LLM Research & Engineering)
Builds
Multilingual foundation LLMs, scalable data pipelines, and deployment-ready model components
Domain
Artificial Intelligence / Large Language Models / Multilingual NLP
Deliverable
production ML models
Required skills
Python, PyTorch, Hugging Face ecosystem (Transformers, Datasets, Tokenizers, Accelerate, TRL), LLM pre-training and fine-tuning, distributed training, data pipeline engineering, Linux, Docker, CI/CD, vLLM/SGLang/TGI
Preferred skills
Multilingual NLP expertise (low-resource languages, code-switching), MLOps, cloud platforms, GPU/HPC clusters, reproducible workflows
Technologies
PyTorch, Hugging Face, Transformers, Datasets, Tokenizers, Accelerate, TRL, vLLM, SGLang, TGI, Linux, Docker, Git
Responsibilities
Develop and fine-tune multilingual foundation LLMs; Build scalable data pipelines for text ingestion and dataset creation; Support large-scale distributed model training and compute optimization; Reproduce research methods and translate findings into engineering improvements; Contribute reusable engineering assets like APIs and training scripts; Collaborate with research labs and industry partners on LLM development
Seniority
Senior, hands-on IC
