The Data Mining team in Singapore develops cutting edge algorithms and infrastructure for data mining in the context of autonomous driving. Our goal is to improve the on-road performance of products that use machine learning at their core by mining for modeling errors, environment anomalies & challenging long-tail events. The Data Mining team is also driving the development of nuPlan, the world’s first large-scale motion planning dataset and benchmark.

We are seeking a highly motivated Data Engineer to help expand our data mining capabilities for autonomous driving. You will be collaborating with world-class engineers & scientists to develop algorithms and infrastructure to mine for data used for improving ML products.

As a fresh-graduate you will experience real-world problems that will enable you to put everything you have learnt into action and give yourself an opportunity to join us in shaping the future. You will join our Singapore office, but we offer flexible working hours and allow for remote work.

What will you be doing?

  • Work with a data-oriented team that works on improving various machine learning algorithms for object detection, prediction and planning
  • Assist in training and tracking the performances of various AI/ML-based autonomous driving modules 
  • Develop, maintain and visualize indicators to characterize the behavior of our autonomous vehicles
  • Design and implement queries to mine for specific use-case scenarios in our driving logs
  • Contribute to public and private APIs to our datasets
  • Contribute to patents, publications, and other external communications

What we're looking for:

  • Degree in Computer Science, Applied Mathematics, Statistics or related fields
  • Good understanding of Data Structures and Algorithms
  • Proficiency in SQL and familiarity with various DBMSes (PostgreSQL, Oracle, MongoDB etc.)
  • Prior experience with Data Visualization tools (Redash, Tableau, Bokeh, Plotly etc.)
  • Proficiency in Python or other scripting languages (Java, R etc.) in a Linux environment
  • Familiarity with version control systems such as Git
  • Experience with a Machine Learning framework (PyTorch, Tensorflow, Scikit-Learn etc.)

Bonus points (not required):

  • Prior Industrial experience in software development within an Agile team
  • Experience working with cloud services (AWS, Google Cloud etc.)
  • Knowledge in robotics or related fields such as computer vision, navigation, planning etc.
  • Familiarity with autonomous driving sensors (cameras, 3D sensors, localization sensors etc.)
  • Familiarity with C++, CUDA, PyTorch Lightning

Motional is a driverless technology company making self-driving vehicles a safe, reliable, and accessible reality.

The Motional team is made up of engineers, researchers, innovators, dreamers and doers, who together are creating a first-of-its-kind technology with the potential to transform the way we move. We’re behind some of the industry's largest leaps forward, including the first fully-autonomous cross-country drive in the U.S, the launch of the world's first robotaxi pilot, and operation of the world's most-established public robotaxi fleet.

As a leader in an emerging industry that has the promise of creating safer, more reliable and accessible transportation for all, it’s imperative we have a diverse workforce, create an inclusive culture, and understand the communities we operate in around the world. 

Diversity, Equity and Inclusion is fundamental to Motional’s success. That’s why we’ve established a team to ensure DEI is at the forefront of the candidate and employee experience, beginning with the hiring process and continuing throughout your career. We also partner with organizations like the National Society of Black Engineers, the Society of Hispanic Professional Engineers, and the Society of Women Engineers to ensure our DEI work is informed by the latest thinking and approaches.

Strategically formed by Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives. Headquartered in Boston, Motional has operations in the U.S and Asia. For more information, visit  www.Motional.com and follow us on Twitter, LinkedIn, Facebook, Instagram and YouTube.

 

Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.