AI Scientist/Research Scientist

1 month ago

Singapore Shanda Group Pte. Ltd. Full time

Responsibilities:

  • Model training for LLM and multimodal LLM, with focus on supervised fine-tuning and reinforcement learning from human feedback.
  • Publish papers on top-tier conferences and journals, such as Nature Communication, New England, Lancet, ICML, NeurIPS, ICLR, KDD, SIGIR, AAAI, IJCAI, et al.
  • Research and develop large language model powered product and systems, primarily within the mental health related area.
  • Work with data scientist/engineer to extract and integrate data from various sources (e.g., cooperated hospitals) for model training.
  • Improve efficiency and stability for large scale distributed training jobs
  • Plan and lead the development of new and advanced data analytic techniques, methodologies and analytical solutions from design, prototyping, and testing.
  • Conduct testing on data and AI models, interprets findings from testing, and evaluates model performance for scaling and deployment.
  • Work in a team setting and apply proficient in statistics, scripting and programming languages required by the firm.
  • Work with relevant software platforms on which the solution is deployed.

Qualifications

  • Bachelor or above degree in computer science or related majors.
  • Familiar with the recent advances in LLM, distributed computing, model deployment
  • At least 3 years or more working experiences
  • Familiar with machine learning algorithms, platforms and frameworks such as PyTorch and Jax.
  • Expert in at least one or two programming languages in Linux environment: CUDA, Python, C/C++
  • Bilingual, fluent in Chinese and English is a plus (as candidates need to liaise with Chinese/Mandarin speaking counterparts in China for job purposes)

The following experiences will be a big plus:

  • Publication record on top-tier AI/machine learning conferences or journals.
  • Experiences in designing and operating large scale systems in cloud computing or machine learning
  • Experiences in CUDA programming and performance tuning (triton).

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