Lead Machine Learning Platform Engineer

PLT Engineering; Singapore; On-site; SGD 100,000 - 125,000; Full time

Job summary

A robotics technology company based in Singapore is seeking a Lead MLOps Engineer to join their foundational infrastructure team. The successful candidate will lead the development of critical pipelines and workflows for model training and deployment. This position requires strong expertise in MLOps, CI/CD processes, and the ability to collaborate with engineering teams to deliver impactful data solutions.

Qualifications

• Experience leading MLOps development and managing data pipelines.
• Proficiency in CI/CD processes for machine learning models.
• Strong capability in defining and implementing data solutions.

Responsibilities

• Own and manage data pipelines for robotics datasets.
• Design and implement MLOps workflows.
• Collaborate with engineering teams to address business needs.

Skills

MLOps workflows

CI/CD for model training

Data versioning

Performance analysis

Mentorship

Job description

Get to know the Team

Our team develops production-grade robotics and autonomy capabilities for the urban environments of Southeast Asia. We are advancing perception, planning, and control step by step, with safety evidence as the gate for every milestone. We focus on building robust system capabilities, scaling with uncompromised quality, and collaborating with industry leaders while investing in in-house expertise where it differentiates us.

We are a senior, hands-on engineering group that prizes operational excellence, clear interfaces, and reproducible pipelines.

Get to know the Role

As a Lead MLOps Engineer, you\'ll be a core member of our foundational infrastructure team. Your mission is to lead the development of critical pipelines and workflows that enable the entire team to train, validate, and deploy models. You\'ll have hands-on ownership of essential components of our MLOps and simulation platform, directly impacting the team\'s development velocity and the reliability of our systems.

You\'ll be based at Grab One North Singapore office and report to a Head of Engineering, contributing directly to both technical and strategic leadership.

The Critical Tasks You Will Perform

• Own and operate the data pipelines responsible for ingesting, processing, and curating robotics datasets.
• Lead the design and implementation of our core MLOps workflows, including CI/CD for model training, data versioning, and large-scale validation.
• Partner with modeling engineers to understand their requirements and build the tools and services that accelerate their research and development.
• You participate in code and design reviews to maintain our high development standards.
• You engage in service capacity and demand planning, performance analysis, tuning, and optimization.
• Collaborate with engineers and data scientist teams to translate business needs into data solutions, implementing and deploying these solutions at scale.
• Mentor other engineers through code reviews, design discussions, and knowledge sharing.