A*STAR

(Senior) Scientist, Aural & Language Intelligence, I2R

A*STAR
ResearchSingaporeOnsitePosted 1 month ago

About the role

(Senior) Scientist, Aural & Language Intelligence, I2R role based on the published job description. Key responsibilities and requirements were extracted directly from the posting for quick review.

ResearchOnsite

Key Responsibilities

  • The successful candidate will contribute to cutting-edge research and development in multimodal, multilingual large language models.
  • This role involves implementing advanced deep learning algorithms, exploring innovative techniques to improve training and inference efficiency, and proposing novel architectures for next-generation multimodal foundation models.
  • The candidate will also help translate research breakthroughs into real-world applications, working collaboratively with a multidisciplinary team on problem analysis, solution design, and rigorous evaluation.
  • They will be expected to drive experiments that achieve state-of-the-art performance across diverse benchmarks.
  • We are seeking individuals with strong problem-solving abilities, solid software engineering and coding skills, and excellent communication skills.
  • A passion for research and a desire to push the boundaries of AI technology are essential.

Requirements

  • We are seeking individuals with strong problem-solving abilities, solid software engineering and coding skills, and excellent communication skills.
  • PhD in ML, NLP, speech and spoken language processing and multi-modal AI - Proficient programming skills, familiarity with Linux is a must - Familiar with different deep learning and LLM training frameworks - Strong analytical and critical thinking skills, good team player with good communication and interpersonal skills - Ability to replicate and reproduce state-of-the-art models and results, and then innovate on top of these benchmarks