Job Description
We are seeking highly motivated Machine Learning Research Intern (Map Scalability) to help in achieving our goals.
If you are a high achieving computer science/engineering student (MS/PhD track) who is looking to change the world through software, this is the place for you. Please include a cover letter to let us know when you are looking to intern with us.
Please note that it will be in our Singapore office, and we would expect a minimum 5 months internship period.
What You'll Be Doing
- Design and analyze deep neural networks for our software stack.
- Conduct experiments, write reports, patents and publications.
- Develop core deep learning codebase for efficient training and testing pipelines.
- You will focus your research in various ML solutions for mapping and road understanding.
What We're Looking For
- Master's degree or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field.
- Prior experience on designing, training, and analyzing neural networks for at least one of the following applications: Object detection, Instance/Semantic segmentation, Sensor fusion, Multitask learning, Network compression, Point Cloud Registration.
- Experience in Python and/or C++ is a must
- Experience on deep learning frameworks such as TensorFlow or PyTorch.
- Knowledge of software engineering process: software design, source control management, build processes, c ode reviews, etc
- Strong problem solving skills
- Strong communication and interpersonal skills
Bonus Points (not required)
- Software development experience from industry.
- Experience in converting and integrating network models for production.
- Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ECCV, ICLR¦)</s pan>
- Familiarity with CUDA, CMake, continuous integration tools and the agile development process.
- Experience working with huge data sets
- Experience working with mapping software and/or familiar with SLAM algorithms
Apply Online at Motional
Company Info.
Motional
Motional is making driverless vehicles a safe, reliable, and accessible reality.
Our team is commercializing a world-class driverless system. Strategically formed by Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives., including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation world’s most-established public robotaxi pilot.