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Senior/Staff Software Perception Engineer

Gatik AI
Mountain View, United Statesfull_timeVerifiedPosted 7 Oct 2024

About the role

Who we are

Gatik, the leader in autonomous middle mile logistics, delivers goods safely and efficiently using its fleet of light & medium-duty trucks. The company focuses on short-haul, B2B logistics for Fortune 500 customers including Kroger, Walmart, Tyson Foods, Loblaw, Pitney Bowes, Georgia-Pacific, and KBX; enabling them to optimize their hub-and-spoke supply chain operations, enhance service levels and product flow across multiple locations while reducing labor costs and meeting an unprecedented expectation for faster deliveries. Gatik’s Class 3-7 autonomous box trucks are commercially deployed in multiple markets including Texas, Arkansas, and Ontario, Canada.

About the role

We are looking for talented Staff Engineers with expertise in classical and modern computer vision techniques to lead or actively contribute to the architecture, design, implementation, and delivery of a multi-modal perception system. The ideal candidate will be a software expert who has overseen a process from the R&D phase through product shipment and has a passion for leading teams and developing real-world solutions.    This role is onsite at our Mountain View, CA office.

What you'll do

  • Design and implement key components of perception system such as object detection, object tracking, and multi-sensor fusion
  • Build software infrastructure to enable learning algorithms to leverage large scale image/LIDAR data 
  • Design and write highly optimized pipelines for data pre-processing, model training, data post-processing, inferencing etc.
  • Train perception models, evaluate their performance, investigate and fix performance bottlenecks
  • Develop scalable training and evaluation tools and infrastructure
  • Collaborate with other engineers to conduct system integration and tests

What we're looking for

  • Masters’ or Ph.D. degree in Computer Science, Electrical Engineering, Robotics or related field
  • 7+ years of related experience
  • 2+ years of professional experience working on Computer Vision using C++ and OpenCV
  • Expert knowledge of modern C++ (C++11 or later) and Python
  • Experience in deploying perception algorithms into real-world environments
  • Familiar 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 working on Computer Vision problems in at least two of the following subjects: Feature detection & matching, Image Filtering, Object Tracking, 3D Estimation, 3D Reconstruction, SLAM
  • Proficiency in modern container technologies including Docker and Kubernetes
  • In-depth understanding of software performance and optimization
  • Strong math fundamentals and a good grasp of 3D geometry and vector math
  • Worked with one or more neural network frameworks, such as Tensorflow or PyTorch

More about Gatik

With headquarters in Mountain View, CA and offices in Canada, Texas, Louisiana and Arkansas, Gatik is establishing new standards of success for the autonomous trucking industry every day. Visit us at Gatik for more company information and Jobs @ Gatik for more open roles.   Gatik News