Research Engineer (Computer, AI, LLM)

Posted:
9/22/2024, 5:00:00 PM

Location(s):
Singapore, Singapore

Experience Level(s):
Junior ⋅ Mid Level

Field(s):
AI & Machine Learning

A Corp Lab in NTU is looking for a motivated Research Engineer to conduct cutting-edge research in the topic of “Green Cloud Computing”.

Key Responsibilities:

  • Collaborate with cross-functional teams, including product managers, AI researchers, and software engineers, to scale and deliver AI products effectively.

  • Develop algorithms for a variety of applications, involving knowledge-based retrieval, multi-modality, multi-agent collaboration, and prompt engineering.

  • Build APIs and other interfaces to integrate LLM functionalities into client-facing applications.

  • Explore technologies related to LLMOps/MLOps, such as data preprocessing, model training and fine-tuning, model inferencing, evaluation, and alignment.

  • Stay up-to-date with the latest advancements in AI/ML to continuously improve AI solutions.

Job Requirements:

  • Bachelor’s or Master’s degree in Machine Learning, Computer Science, or a related field.

  • 1-2 years of hands-on experience with LLM and Generative AI solutions.

  • Strong coding skills in software development using LangChain and Restful API.

  • Knowledge in LLM development and fine-tuning with PyTorch and Hugging Face.

  • Familiar with cloud services such as Azure and AWS.

  • Preference for candidates with a background in digital twins or cooling systems.

  • Excellent communication and problem-solving skills.

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU