National University of Singapore | Senior Engineer
1 day ago
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.
The AISG Products pillar builds SEA-LION (SouthEast Asian Languages In One Network), an open-source initiative comprising Large Language Models (LLMs), including data and evaluation benchmarks, that expand the linguistic and cultural representation of Southeast Asian languages in the generative AI space. SEA-LION is part of Singapore's National LLM programme.
We are looking for a senior engineer/technical lead to join the Engineering team. The Engineering team is responsible for managing the compute infrastructure and systems to build and maintain the:
SEA big data pipeline
LLM evaluation pipeline and leaderboard
SEA-LION model training codebase and inference server farm
As a senior candidate, he or she is also expected to lead a sub-team, provide technical leadership, mentor and guide junior engineers in the projects, and engage stakeholders.
Duties & Responsibilities
Lead the design, documentation, implementation and maintenance of critical infrastructure systems
Drive technical decision-making and architecture designs for robust and scalable systems
Collaborate with other AI Products teams to design and build new AI solutions
Lead and mentor junior engineers, fostering their professional growth and technical skills, inculcating software best practices
Maintain code repository (including resolving issues, conducting code reviews, and improving code quality) and infrastructure (including administering systems and implementing CI/CD best practices)
Help manage project progress, mitigate risks, and ensure timely delivery, including supporting new SEA-LION releases
Stay current with latest LLM research and technologies, being nimble to adapt as the industry changes
Contribute to thought leadership through technical blogs, public presentations, and community engagement activities such as discussion forums and technical sharing meetups
Qualifications
Degree in computer science, machine learning, statistics, AI, and other relevant equivalent quantitative fields
5+ years of professional software development experience
Experience in building and managing large distributed systems, preferably in the AI domain
Experience in writing production level code in Python and/or C++ (strong background in other programming languages will be advantageous)
Experience with Pytorch, CUDA, Docker, vllm, TGI
Familiarity with platforms AWS, GCP, Azure, GitHub, HuggingFace, Spark/Airflow
Familiarity with Large Language Models and/or NLP will be advantageous
Excellent problem-solving skills and ability to navigate technical challenges
Strong communication and interpersonal skills
Comfortable with rapid changes in a fast-changing landscape
Passion for our SEA-LION initiative and its potential impact on Southeast Asia
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