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Principal Machine Learning Engineer, AI Platform (Agent Platform) Job Opening In Singapore, Singapore – Now Hiring GrabTaxi Holdings Pte. Ltd.

Principal Machine Learning Engineer, AI Platform (Agent Platform)

    Singapore Jobs Expertini Expertini Singapore Jobs Other General Principal Machine Learning Engineer, Ai Platform (Agent Platform)

Job description

About Grab and Our Workplace
Grab is Southeast Asia's leading superapp.

From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything.

In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to deliver the mission of driving Southeast Asia forward by economically empowering everyone, with heart, hunger, honour, and humility.


Get to Know the Team
The AI Platform team empowers Grab teams to harness advanced AI efficiently and effectively.

By developing cutting-edge tools and infrastructure, the team democratises AI capabilities, fosters innovation, and scales AI-powered solutions to elevate Grab's products and services.


Get to Know the Role
As a Principal Machine Learning Engineer focused on building our Agent Platform, you will report into the Head of Engineering, Machine Learning and Experimentation Platforms and work onsite in Grab One North Singapore office.

You'll lead initiatives in agent evaluation, dataset creation, fine-tuning, optimization, and deployment strategies.


The Critical Tasks You will Perform
You will develop and advocate for long-term AI strategies to embed advanced AI capabilities across Grab's business domains.


You will drive initiatives for dataset development (including annotation and synthetic data processing), fine-tuning techniques (e.g., adapters, LoRA, PEFT), and optimization strategies like quantization, pruning, and distillation.


You will apply the latest AI research to design scalable, production-ready systems that generate measurable business value.


You will design pipelines to streamline model customization, encompassing training, evaluation, deployment, and monitoring for operational efficiency.


Collaborating with leadership, you will ensure organisational AI efforts align with strategic goals, identifying opportunities for impactful AI applications.


You will mentor team members, cultivate innovation, and build technical expertise within engineering, research, and product teams.


What Essential Skills You will Need
You have at least 10 years of mastery in deep learning, generative models, transformers, multimodal architectures, and reinforcement learning techniques.


Proficiency with ML frameworks like TensorFlow, PyTorch, JAX, or Hugging Face, enabling advanced model creation and deployment.


You have experience with methodologies for fine-tuning models, such as PEFT, LoRA, and adapters.


You are competent in optimising models through quantization, pruning, distillation, or other techniques to improve efficiency and performance reliability.


You have expertise in dataset development, annotation frameworks, synthetic data generation, and evaluation methodologies, ensuring datasets meet model requirements for customization.


You understand how to translate newly-published AI techniques into practical tools or systems that scale efficiently.


You have Python proficiency and experience with processing libraries and frameworks such as Ray, Spark, or Dask.


You have familiarity with cloud platforms (AWS, GCP, Azure), containerization, CI/CD, and microservices architecture to ensure your implementations are scalable and maintainable.


You have experience deploying AI solutions in user-facing products alongside product teams, balancing innovation with functionality to deliver tangible outcomes.


You can mentor technical teams, foster a culture of learning, and inspire innovation in fast-evolving technical environments.


Life at Grab
We care about your well-being at Grab, here are some of the global benefits we offer:
We have your back with
Term Life Insurance
and comprehensive
Medical Insurance .


With
GrabFlex,
create a benefits package that suits your needs and aspirations.


Celebrate moments that matter in life with loved ones through
Parental
and
Birthday leave , and give back to your communities through
Love-all-Serve-all (LASA)
volunteering leave
We have a confidential
Grabber Assistance Programme
to guide and uplift you and your loved ones through life's challenges.


Balancing personal commitments and life's demands are made easier with our FlexWork arrangements such as differentiated hours
What We Stand For at Grab
We are committed to building an inclusive and equitable workplace that enables diverse Grabbers to grow and perform at their best.

As an equal opportunity employer, we consider all candidates fairly and equally regardless of nationality, ethnicity, religion, age, gender identity, sexual orientation, family commitments, physical and mental impairments or disabilities, and other attributes that make them unique.


#J-18808-Ljbffr

Required Skill Profession

Other General


  • Job Details

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The Work Culture

An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at GrabTaxi Holdings Pte. Ltd. adheres to the cultural norms as outlined by Expertini.

The fundamental ethical values are:

1. Independence

2. Loyalty

3. Impartiapty

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5. Accountabipty

6. Respect for human rights

7. Obeying Singapore laws and regulations

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Interview Tips for Principal Machine Learning Engineer, AI Platform (Agent Platform) Job Success

GrabTaxi Holdings Pte. Ltd. interview tips for Principal Machine Learning Engineer, AI Platform (Agent Platform)

Here are some tips to help you prepare for and ace your Principal Machine Learning Engineer, AI Platform (Agent Platform) job interview:

Before the Interview:

Research: Learn about the GrabTaxi Holdings Pte. Ltd.'s mission, values, products, and the specific job requirements and get further information about

Other Openings

Practice: Prepare answers to common interview questions and rehearse using the STAR method (Situation, Task, Action, Result) to showcase your skills and experiences.

Dress Professionally: Choose attire appropriate for the company culture.

Prepare Questions: Show your interest by having thoughtful questions for the interviewer.

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Turn Off Phone: Avoid distractions during the interview.

Final Thought:

To prepare for your Principal Machine Learning Engineer, AI Platform (Agent Platform) interview at GrabTaxi Holdings Pte. Ltd., research the company, understand the job requirements, and practice common interview questions.

Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the GrabTaxi Holdings Pte. Ltd.'s products or services and be prepared to discuss how you can contribute to their success.

By following these tips, you can increase your chances of making a positive impression and landing the job!

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