2 months ago
Mountain View, CA, USASenior / Staff+
H1B Sponsor
Base Salary
$180k - $260k/yr
Responsibilities
- Design and implement key components of the perception system such as object detection and tracking.
- Build software infrastructure to enable learning algorithms to utilize large-scale image and LIDAR data.
- Create optimized pipelines for data pre-processing, model training, and inferencing.
- Train perception models and evaluate their performance while addressing bottlenecks.
- Develop scalable training and evaluation tools and infrastructure.
- Collaborate with engineers for system integration and testing.
Requirements
- Masters’ or Ph.D. degree in Computer Science, Electrical Engineering, Robotics, or related field.
- 7+ years of related experience in software engineering.
- 2+ years of professional experience in Computer Vision using C++ and OpenCV.
- Expert knowledge of modern C++ (C++11 or later) and Python.
- Experience deploying perception algorithms in real-world environments.
- Familiarity with NVIDIA software libraries such as CUDA or TensorRT.
- Experience building testing and evaluation platforms.
- Familiarity with deep learning applied to computer vision problems.
- Experience in at least two areas of Computer Vision such as Feature detection, Object Tracking, or SLAM.
- Proficiency in modern container technologies including Docker and Kubernetes.
- Strong math fundamentals and understanding of 3D geometry.
- Experience with neural network frameworks like Tensorflow or PyTorch.