Jobs

    AI Scientist/Research Scientist - Singapore - SHANDA GROUP PTE. LTD.

    SHANDA GROUP PTE. LTD.
    SHANDA GROUP PTE. LTD. Singapore

    3 weeks ago

    Default job background
    Description
    Roles & Responsibilities

    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).
    Tell employers what skills you have

    Machine Learning
    Big Data
    Cloud Computing
    Scripting
    PyTorch
    CUDA
    Python
    Mental Health
    Performance Tuning
    Data Science
    Java
    Linux
    C++
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