Senior Machine Learning Engineer

We at STGYA part of STI Aromas a Hong Kong based company are seeking a highly motivated and skilled AI / ML Engineer with a strong focus on training and fine-tuning Large Language Models (LLMs), Vision Language Models (VLMs), and Small Language Models (SLMs).

The ideal candidate will possess a deep understanding of deep learning principles, experience with state-of-the-art model architectures, and a proven track record of developing and deploying high-performance AI models. You will play a crucial role in advancing our AI capabilities and contributing to the development of innovative AI-powered products and services.

Responsibilities :

Model Training and Fine-tuning : Design, implement, and optimize training pipelines for LLMs, VLMs, and SLMs using large-scale datasets.

• Experiment with various training techniques, including transfer learning, reinforcement learning, and parameter-efficient fine-tuning (PEFT).
• Evaluate and improve model performance using relevant metrics and benchmarks.
• Address model biases and ensure fairness and robustness.

Model Architecture and Development : Research and implement cutting-edge model architectures and techniques for LLMs, VLMs, and SLMs.

Data Management and Processing : Work with large-scale datasets, including text, images, and multimodal data.

Infrastructure and Deployment : Optimize model training and inference for performance and scalability.

Research and Development : Stay up-to-date with the latest advancements in AI / ML, particularly in LLMs, VLMs, and SLMs.

Collaboration and Communication : Work closely with cross-functional teams, including product managers, data scientists, and software engineers.

Qualifications :

Preferred Skills : Experience with distributed training and large-scale model deployment.

Soft Skills :