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Research Engineer (CFAR), IHPC Job Opening In Singapore, Singapore – Now Hiring A*STAR


Job description

A*STAR Centre for Frontier AI Research (A*STAR CFAR) is seeking a motivated and skilled Research Engineer to join our team focused on advancing trustworthy AI, with a specific emphasis on privacy-preserving methods for adapting large language model (LLM) to downstream tasks.

The successful candidate will contribute to cutting-edge research on how to effectively tune or adapt LLMs without compromising both data privacy and model privacy.


Key Responsibilities:


Successful candidates will be responsible, but not limited to:


  • Conduct research and development of LLM tuning paradigms.


  • Directly contribute to experiments of privacy preserving LLM tuning, including designing experimental details, writing reusable code, running evaluations, and organizing results.


  • Directly contribute to Agentic AI of code generation, compilers, debugging, etc.


  • Evaluate utility, privacy, and efficiency trade-offs among compared baselines.


  • Publish high-impact research in top-tier venues.

    (e.g., NeurIPS, ICLR, ACL, IEEE S&P).


  • Contribute to open-source tools and frameworks; and potentially guide junior researchers or interns.

  • Requirements:


  • Degree in Computer Science, Machine Learning, or related field.


  • Strong background in deep learning, natural language processing, or large-scale optimization.


  • Demonstrated experience in working with open-source LLMs. (e.g., fine-tuning, instruction tuning, prompt engineering)


  • Familiarity with privacy-preserving machine learning concepts.

    (e.g., federated learning, synthetic data).


  • Strong programming skills in Python and experience with ML frameworks.

    (e.g., PyTorch, HuggingFace Transformers).


  • Good written and verbal communication skills.

  • Please submit your CV, a short research statement (if available) to Yin_haiyan@cfar.a-star.edu.sg and Li_Jing@cfar.a-star.edu.sg.

    Required Skill Profession

    Computer Occupations


    • Job Details

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