AI Engineer – Design Automation

REALTEK SINGAPORE PRIVATE LIMITEDSingaporemycareersfutureavaldatud 17.09.2026
Nõutav:PythonAI

Description:

To develop and support research on multi-agent systems. Initial focus will be on dataset curation and managing fine-tuning workflows, with opportunity to grow into broader system development, prototyping, and research contributions.

Key Responsibilities

  • Curate, clean, and organize high-quality datasets for training and evaluation
  • Manage and execute fine-tuning pipelines for large language models and multi-agent systems
  • Support development of hierarchical multi-agent frameworks and evaluation tools
  • Assist in building prototypes, running experiments, and documenting results
  • Contribute to research outputs (papers, internal technical reports) over time

Requirements

  • Master’s degree or First Class Honours Bachelor’s in Computer Science, Artificial Intelligence, Machine Learning, or related field
  • Solid understanding of large language models, fine-tuning techniques, and multi-agent systems
  • Experience with data curation, dataset management, and training pipelines
  • Familiarity with hierarchical planning, compositional design, or graph-based representations is a plus
  • Strong proficiency with PyTorch, PyTorch Geometric (PyG), and modern LLM frameworks.
  • Programming skills in Python.