Principal ML Engineer, Agent Platform - Drive AI Innovation

Grab; Singapore; On-site; SGD 120,000 - 160,000; Full time

Job summary

A leading superapp company in Singapore is seeking a Principal Machine Learning Engineer. In this role, you'll lead AI initiatives, develop state-of-the-art tools, and ensure advanced AI technologies are embedded across business domains. Applicants should have over 10 years of experience in deep learning and exceptional proficiency with modern ML frameworks. The position offers a collaborative environment focused on innovation and professional growth.

Benefits

Term Life Insurance

Comprehensive Medical Insurance

Parental leave

Birthday leave

Volunteering leave

FlexWork arrangements

Qualifications

• 10+ years of mastery in deep learning and AI techniques.
• Proficiency with ML frameworks like TensorFlow, PyTorch, JAX, or Hugging Face.
• Experience with model fine-tuning methodologies.
• Competence in model optimization techniques.
• Expertise in dataset development and evaluation methodologies.

Responsibilities

• Develop long-term AI strategies across business domains.
• Drive initiatives for dataset development and fine-tuning.
• Design scalable, production-ready systems.
• Mentor technical teams and cultivate innovation.

Skills

Deep learning

Generative models

Transformers

Multimodal architectures

Reinforcement learning techniques

TensorFlow

PyTorch

JAX

Hugging Face

Python

Tools

Cloud platforms (AWS, GCP, Azure)

Ray

Spark

Dask

Job description

A leading superapp company in Singapore is seeking a Principal Machine Learning Engineer. In this role, you'll lead AI initiatives, develop state-of-the-art tools, and ensure advanced AI technologies are embedded across business domains. Applicants should have over 10 years of experience in deep learning and exceptional proficiency with modern ML frameworks. The position offers a collaborative environment focused on innovation and professional growth.