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Lead Data Scientist - LLM Platform

at Gotogroup

Singapore, hybrid, senior, full time, 7+ years

seen 2d ago

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  • SFT
  • DPO
  • Deep Learning
  • NLP
  • PyTorch
  • GCP
  • Alicloud
  • Computer Vision
  • AWS
  • RLHF
  • Python
  • TensorFlow

About the role

We are building a multilingual Large Language Model (LLM) tailored for Bahasa Indonesia and regional languages. We are looking for a passionate Lead Data Scientist to help shape the future of open and inclusive AI for Indonesia, as well as play a pivotal role in identifying impactful AI use cases. As a Lead 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.

The AI-LLM team is on a mission to build the most capable and culturally aligned multilingual LLMs for Indonesia. At GoTo Group, the AI-LLM team is at the forefront of developing state-of-the-art language models. We are building foundational AI models that understand and generate Bahasa Indonesia and regional languages – empowering more inclusive technology.

We work on everything from continual pretraining of large-scale LLMs to alignment and safety fine-tuning, using both structured and unstructured data from diverse sources. Our projects span core model development, dataset curation, safety systems, and real-world deployment in consumer and enterprise applications. Our team brings together members with diverse technical and cultural backgrounds, bringing expertise in machine learning and local languages.

What you would 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 behavior. * Collaborate closely with business/product, engineers to deploy production-gradeLLM-powered solutions. * Stay current with advancements in AI technologies. Frontier models, training methodologies etc

What they are looking for

Read from jobs.lever.co, last seen 1d ago.

* 7+ years of experience in deep learning, nlp, computer vision, 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, GCP or AWS. * 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.