VINFAST
Expert Machine Learning Optimization Engineer - Self Driving
VINFASTGermany1 day ago
Full-timeEngineering

VINFAST is a pioneering electric vehicle (EV) company committed to revolutionizing the automotive industry with sustainable and innovative mobility solutions. As a leading player in the EV market, VinFast is dedicated to delivering high-quality, cutting-edge electric vehicles that redefine the driving experience. Our team consists of passionate professionals driven by a shared vision of creating a greener and more sustainable future through innovation, technology, and excellence.


We are seeking a Senior Machine Learning Optimization Engineer to accelerate and optimize the machine learning models powering our self-driving stack. In this role, you will focus on bringing cutting-edge perception, prediction, and planning models to life on real-time automotive hardware. You will design and implement efficient training and inference workflows, ensuring that large-scale models run with the robustness, latency, and efficiency required for safe deployment in autonomous vehicles.
  • Collaborate with perception, prediction, planning and other teams to optimize models for deployment on embedded automotive processors (e.g., NVIDIA, Qualcomm, TI)
  • Profile and analyze CPU/GPU/accelerator performance to identify bottlenecks in runtime, memory usage, and throughput
  • Implement and integrate model optimization techniques including quantization, pruning, distillation, mixed-precision training, and efficient neural architectures
  • Build and optimize inference pipelines using TensorRT, ONNX, CUDA kernels, and other compilation frameworks to achieve low-latency, real-time performance
  • Develop distributed training and scalable optimization pipelines to support large-scale training of self-driving models
  • Benchmark and validate optimized models across diverse real-world and simulated driving scenarios, ensuring robustness under edge cases
  • Collaborate with system teams to integrate optimized models into the full self-driving stack
  • Contribute to CI/CD, build systems, and automated testing pipelines for deployment of optimized ML models
  • Ensure compliance with automotive-grade safety, reliability, and performance requirements



Requirements

  • MSc/PhD in Computer Science, Electrical Engineering, Robotics, or a related field with 5+ years of relevant industry experience
  • Strong foundation in machine learning, deep learning, and computer vision
  • Proficiency in Python and C++
  • Hands-on experience with PyTorch or TensorFlow, including large-scale model training and optimization
  • Expertise in deploying and optimizing models for embedded or real-time automotive systems using CUDA, TensorRT, ONNX, or equivalent frameworks
  • Skilled in profiling and debugging ML code on GPUs and accelerators using profiler tools such as NVIDIA Nsight or similar
  • Strong understanding of memory management, parallelization, and performance optimization on embedded processors
  • Experience applying software engineering best practices (CI/CD, testing, version control) to ML pipelines
  • Excellent problem-solving skills and the ability to thrive in a fast-paced, collaborative team environment
  • Nice to have: Prior experience in autonomous driving or ADAS development




Benefits

  • Competitive salary
  • Opportunity to collaborate with and learn from industry-leading professionals in the automotive domain.
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