Autonomous Vehicle Intern, ML Data Algorithms (Computer Vision)
Singapore, Central, Singapore
We are seeking highly motivated Machine Learning interns with experience in Machine Learning for Computer Vision. The ideal candidate knows Convolutional Neural Networks inside out, is familiar with the relevant Computer Vision literature and has extensive experience implementing machine learning algorithms in frameworks like PyTorch or Tensorflow. The candidate will be responsible for their individual project with close supervision from senior researchers on the team. This internship will take place with the Data Algorithms team which previously released the PointPillars object detection method and the nuScenes dataset for autonomous driving. We encourage publishing in academic conferences and journals.
Please note that the internship is a full-time, onsite position in Singapore. Candidates will be expected to commit to a minimum 5 months internship.
What You'll Be Doing
Build a world class system for Auto Labeling of vast amounts of unlabeled data.
Extend existing detection algorithms by leveraging high-definition maps.
What We're Looking For
Master degree (By Research) or PhD candidate (By Research)
Practical experience with PyTorch, Tensorflow or similar
Practical experience with Python
Strong background in Machine Learning and Computer Vision literature
Strong background in data structures and algorithms
Desire to work in a fast-paced startup environment
Bonus Points (not required)
Expert knowledge in Python & PyTorch
Experience in 3d object detection, semantic segmentation, active learning etc.
Good software engineering skills
At least one publication in top Computer Vision conferences (CVPR, ICCV, ECCV)
Motional is making driverless vehicles a safe, reliable, and accessible reality.
Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, 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. Strategically formed by Hyundai Motor Groupand Aptiv, Motional is fundamentally changing how people move through their lives.
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.