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Lead Machine Learning Engineer (AI Assisted and Agentic Product Development)

Lead Machine Learning Engineer (AI Assisted and Agentic Product Development)

GrabSingapore, Pedra Branca, Singapore
12 days ago
Job description

Lead Machine Learning Engineer (AI Assisted and Agentic Product Development)

Join to apply for the Lead Machine Learning Engineer (AI Assisted and Agentic Product Development) role at Grab .

Grab is Southeast Asia's leading superapp, providing services from food delivery to financial management and transportation. Our mission is to drive Southeast Asia forward by leveraging technology and AI to empower everyone with heart, hunger, honour, and humility.

About Grab and Our Workplace

Grab is Southeast Asia's leading superapp, dedicated to improving lives through innovative technology and AI. We foster a culture of purpose, excellence, and humility.

Job Description

Welcome to Dev-AI at Grab! Our team empowers engineers with AI innovation, integrating in-house and third-party solutions to enhance application development, testing, and automation. We aim to improve workflows and efficiency across Grab.

Get to Know the Role

You will report to the Head of Engineering, collaborating with multiple teams to design AI tools that enhance engineering processes. Your responsibilities include optimizing the Software Development Lifecycle, leading impactful AI initiatives, and ensuring scalability. You will provide technical leadership and foster innovation. The role is based onsite at Grab Singapore, One-north.

Critical Tasks

  • Develop approaches for dataset improvement, including annotations, synthetic data, and model fine-tuning techniques.
  • Apply AI research to build scalable, production-ready ML systems.
  • Collaborate with engineering, research, and product teams to create tailored AI solutions.
  • Design automated workflows for training, evaluation, deployment, and monitoring of models.
  • Mentor team members and promote a culture of continuous innovation.

Qualifications

Required skills include :

  • At least 6 years of experience in AI / ML platforms, with leadership or mentoring roles.
  • Knowledge of deep learning, transformers, generative models, and frameworks like PyTorch, TensorFlow, Hugging Face.
  • Experience with fine-tuning methods (PEFT, LoRA), dataset techniques, and optimization strategies (quantization, pruning).
  • Proficiency in deploying AI solutions in live environments and translating research into production systems.
  • Strong Python skills and familiarity with tools like Spark, Ray, Dask, and cloud infrastructure (AWS, GCP, Azure).
  • Proven success in leading initiatives, mentoring, and working with diverse teams.

    • Additional Information

    At Grab, we offer benefits such as :

  • Life and medical insurance.
  • Flexible benefits with GrabFlex.
  • Leave options including parental, birthday, and volunteering leave.
  • Confidential support programs.
  • FlexWork arrangements.

    • Our Commitment

    We are dedicated to building an inclusive, equitable workplace that supports diverse talent. We are an equal opportunity employer, welcoming candidates regardless of background or attributes.

    Job Details

  • Seniority level : Mid-Senior level
  • Employment type : Full-time
  • Industry : Software Development

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    Machine Learning Engineer • Singapore, Pedra Branca, Singapore