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Gatik

Robot type
Autonomous Vehicle
Location
Santa ClaraCaliforniaUSA
Job type
Artificial Intelligence
Posted
Jan 15, 2024
Salary
$180,000–$260,000 a year
Full-time

Senior Software Engineer, Perception

Job description

We have delivered complete, proprietary AV technology - an integration of software and hardware - to enable earlier successes for our clients in constrained Level 4 autonomy. By choosing the middle mile – with defined point-to-point delivery, we have simplified some of the more complex AV challenges, enabling us to achieve full autonomy ahead of competitors. Given extensive knowledge of Gatik’s well-defined, fixed route ODDs and hybrid architecture, we are able to hyper-optimize our models with exponentially less data, establish gate-keeping mechanisms to maintain explainability, and ensure continued safety of the system for unmanned operations.

Visit us at Gatik for more company…

Job responsibilities

  • 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

Job requirements

  • 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

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