Machine Learning Engineer for Autonomous Driving

1 week ago

Singapore beBeeEngineer Full time $90,000 - $120,000

We are seeking an exceptional Machine Learning Engineer to join our team in the field of autonomous driving.

As a key member of our perception team, you will have the opportunity to work with world-class ML engineers and research scientists who are passionate about making self-driving vehicles a reality.

Our team is responsible for developing the technology that enables our robo-taxi to perceive its surroundings and make decisions in real-time.

We are looking for an engineer who is excited by intellectual challenges and has a strong background in machine learning.


Job Responsibilities:
  • Participate in the full machine learning development cycle, including data preprocessing, model training, evaluation, and deployment.
  • Productionize and deploy large perception models 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.

Requirements:
  • Bachelor's Degree in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics, or a related field.
  • 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.

Bonus Points:
  • Experience with embedded systems and real-time optimization, especially in the autonomous driving industry.

About Us:

We are a driverless technology company making autonomous vehicles a safe, reliable, and accessible reality.

We are driven by something more than just technology - we want to create safer roadways, more equitable transportation options, and make our communities better places to live, work, and connect.

We are creating first-of-its-kind technology that will transform transportation.

We believe in building a great place to work through a progressive, global culture that is diverse, inclusive, and ensures people feel valued at every level of the organization.

Diversity helps us see the world differently - it's not only good for our business, it's the right thing to do.

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