Senior C++ Machine Learning Engineer

7 days ago

Singapore Motional Full time

Overview
On our
Perception team , you have the opportunity to work with world-class ML engineers and research scientists, whose mission is to make self-driving vehicles a reality and to create a positive social impact. Our team works on the tech stack responsible for perceiving the dynamic scenarios, and further tracking and classifying objects around our robo-taxi. We are looking for engineers who are passionate about Level 4 autonomous driving technology, excited by intellectual challenges, and interested in pursuing career growth with a fast-growing company.
Responsibilities
Participate in the full machine learning development cycle, including data preprocessing, model training, evaluation, and deployment.
Productionize and deploy our large perception model on edge devices with optimization techniques in mind (e.g., pruning, quantization).
Optimize training with large data and distributed machines.
Collaborate with cross-functional teams to implement scalable solutions and improvements.
Troubleshoot, debug, and optimize machine learning workflows for efficiency and performance.
What We’re Looking for
Bachelor’s Degree. Preferably Masters or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience.
3+ years of experience with deep learning frameworks such as PyTorch.
Strong programming skills in C++, TensorRT, and/or CUDA programming.
Fluency in Python, including standard scientific computing libraries and Python bindings development experience.
Proven track record of developing and deploying perception systems for autonomous vehicles or robotics.
Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, and testing methods.
Bonus Points
Experience with embedded systems and real-time optimization, especially in the autonomous driving industry.
Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Engineering and Information Technology
Industries
Software Development
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