Research Associate (Audio LLM) for AI Singapore (Products)

NATIONAL UNIVERSITY OF SINGAPORE; Singapore; On-site; SGD 50,000 - 70,000; Full time

Job summary

A leading educational institution in Singapore is seeking a Research Associate for the SEA-LION project focused on audio large language models. The successful candidate will contribute to the development and training of these models and participate in optimizing AI solutions. Ideal candidates have a Masters or PhD in relevant fields, proficiency with PyTorch, and strong communication skills. This is an exciting opportunity to be part of Singapore's AI advancements.

Qualifications

• Masters or PhD in computer science, machine learning, AI, or equivalent.
• Familiar with PyTorch and large language models.
• Excellent communication and interpersonal skills.

Responsibilities

• Contribute to algorithm design and serving LLM audio products.
• Develop data processing pipeline for multilingual audio datasets.
• Keep abreast of AI developments and trends.

Skills

PyTorch

Large Language Model’s Training

Data pipelines

Communication skills

Ability to multi-task

Education

Masters or PhD in computer science

Job description

Interested applicants are invited to apply directly at the NUS Career Portal.

Your application will be processed only if you apply via the NUS Career Portal.

We regret that only shortlisted candidates will be notified.

Job Description

AI Singapore (AISG) is a national AI programme launched by the National Research Foundation (NRF) to anchor deep national capabilities in Artificial Intelligence (AI).

The programme office is hosted by the National University of Singapore (NUS) and brings together all Singapore-based research institutions and the vibrant ecosystem of AI start-ups and companies developing AI products to perform use-inspired research, grow the knowledge, create the tools, and develop the talent to power Singapore's AI efforts.

We are looking for a Research Associate for the Audio LLM development efforts of the SEA-LION project under AI Singapore. The successful candidate will help develop and train foundation/large audio language models, build datasets/pipelines for data development, evaluation benchmarks and developer enablement tools for the SEA-LION audio initiatives.

Duties and Responsibilities

• Contribute to algorithm design, training and serving SEA-LION team’s LLM audio products.
• Participate in ongoing integration and optimization with entities both in AI Singapore and external collaborators to develop AI Singapore’s LLM solutions.
• Conduct literature review, identify relevant state-of-the-art techniques for multimodal LLMs (audio and text).
• Develop data processing pipeline for multilingual audio datasets.
• Keep abreast of latest developments in NLP, AI and LLMs.

Qualifications

• Masters or PhD in computer science, machine learning, AI, and other equivalent relevant fields.
• Familiar with PyTorch, Large Language Model’s Training and Data pipelines.
• Data driven, creative, and resourceful.
• Excellent communication and interpersonal skills.
• Able to proactively identify opportunities, take initiative and multi-task in a fast paced environment.
• Background in IT disciplines, working with a wide variety of tools and solutions.
• Up-to-date with AI research areas and current trends, especially their application to solving problems.

Bonus if you have:

• Contribution to past open-source projects.
• Experience as a computer engineer working within a small/medium organization.
• Additional interest in Natural Language Processing (NLP).