Senior Data Scientist - LLM
รายละเอียดงาน
About the Role
We are building a multilingual Large Language Model tailored for Bahasa Indonesia and regional languages. We are looking for a passionate Senior Data Scientist to help shape the future of open and inclusive AI for Indonesia, as well as playing a pivotal role in identifying impactful AI use cases. As a Senior Data Scientist working on LLMs, you will design and build high-quality datasets, advanced model pre-training, fine tuning and alignment techniques, and collaborate closely with product and engineering teams to ship safe, reliable LLM-powered features to millions of users. This role offers the opportunity to drive innovation, solve critical business challenges, and shape the future of AI-driven solutions at GoTo Group.
What You Will Do
- Work with large-scale multilingual corpora, including text, audio, and image modalities
- Build high-quality datasets for both continual pretraining,post-training (SFT, RLHF, DPO), and benchmark evaluation
- Contribute to the training and scaling of multilingual LLMs – from continual pretraining to supervised fine-tuning and alignment.
- Implement state of the art methods and research for efficient and scalable operations.
- Implement and improve safety alignment and guardrail systems to ensure responsible and culturally appropriate model behaviour.
- Collaborate closely with business/product, engineers to deploy production-grade LLM-powered solutions.
- Stay current with advancements in AI technologies. Frontier models, training methodologies, etc
- 4+ years of experience in deep learning, NLP, computer vision, and voice.
- Proficient in data preprocessing, model training, evaluation, and optimisation.
- Practical experience in applying deep learning to solve real business problems, with models successfully deployed and used in production environments.
- Proficient with Python and deep learning frameworks such as PyTorch or TensorFlow.
- Experience with cloud platforms like Alicloud or Tencent.
- Strong communication skills to understand business needs and effectively convey analytical solutions.
- Ability to write clear and concise technical documentation.
- A Master’s or PhD in Computer Science, Data Science, AI, or a related field.