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Senior Software Engineer, ML Infrastructure

Motional

Singapore · Full Time

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Experience
4+ yrs
Salary
Openings
1
Posted
22 jam yang lalu
Work mode
In office
Education
BS or MS in Computer Science or a related technical field
Resume
Required to apply

Where you'll work

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Job description

About the Role

Join a pioneering team dedicated to building the core infrastructure that supports Machine Learning Engineers in advancing next-generation autonomous driving technology. You will focus on designing and operating robust, large-scale, high-performance systems that manage petabytes of vehicle data, execute extensive simulations, and train complex ML models. This role emphasizes software engineering with a focus on creating resilient platforms rather than site reliability engineering.

Key Responsibilities

  • Architect, develop, and deploy essential components of our ML infrastructure platform leveraging Kubernetes.
  • Create scalable and reliable services that encompass the entire machine learning lifecycle including data ingestion, processing, training, and evaluation.
  • Produce well-crafted, maintainable software for systems handling extremely high data throughput.
  • Take full ownership of features and systems, guiding them from initial design phases through to live production and ongoing operation.

Qualifications and Requirements

  • At least 4 years of professional experience in software engineering.
  • Bachelor’s or Master’s degree in Computer Science or a related technical discipline.
  • Practical expertise in developing and deploying applications on Kubernetes platforms.
  • Experience working with high-scale infrastructure or distributed backend systems.
  • Strong programming skills in Python, Go, or comparable languages.
  • Hands-on knowledge of major cloud services such as AWS, Google Cloud Platform, or Azure.
  • Demonstrated ownership mindset and enthusiasm for delivering quality software.

Preferred Skills

  • Experience with Ray framework for distributed computing, specifically Ray Data and Ray Train modules.
  • Familiarity with GPU orchestration and management technologies, including warm pool management, advanced scheduling, or specific GPU frameworks.

About the Company

Motional is a leader in autonomous vehicle technology, committed to making transportation safer, more reliable, and accessible. Our diverse and inclusion-focused culture fosters innovation by valuing people at every stage. We are proud of our accomplishments such as the first fully autonomous U.S. cross-country drive and ongoing robotaxi operations worldwide. As a joint venture of Hyundai Motor Group and Aptiv, our global presence extends through the U.S. and Asia.

Diversity and Compliance

We are an equal opportunity employer celebrating diversity. Motional actively supports an inclusive workplace and complies with federal employment eligibility verification through E-Verify.

Minimum education

Bachelor's Degree

Tools & software

Kubernetes required

How they work

Attention to Detail Accountability

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