about 3 hours ago
Singapore, SingaporeMid Level / Senior
H1B Sponsor
Responsibilities
- Prototype, evaluate, implement, and iterate on machine learning solutions.
- Familiarize with state-of-the-art solutions for autonomous vehicles.
- Productionize and deploy solutions onto autonomous vehicle fleets.
- Collaborate with team members to achieve project goals and milestones.
Requirements
- Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics, or related field, or equivalent industry experience.
- In-depth understanding of common Machine Learning and Deep Learning algorithms.
- Experience designing, training, and analyzing neural networks for applications like object detection and motion prediction.
- Advanced knowledge of software engineering principles including design, source control, and testing methods.
- Fluency in Python and experience with scientific computing libraries.
- Experience with PyTorch or other deep learning frameworks.
- Experience working with large data sets and deriving insights.
- Strong track record of tackling less well-defined problems and executing efficiently.
- Experience mentoring and collaborating with others.