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Full-Time

Senior/Staff Software Perception Engineer

Tracking

Updated on 7/9/2024

Gatik AI

Gatik AI

51-200 employees

Autonomous B2B short-haul logistics network

AI & Machine Learning
Consumer Goods
Industrial & Manufacturing
Robotics & Automation

Senior, Expert

Mountain View, CA, USA

Category
Applied Machine Learning
Deep Learning
Computer Vision
AI & Machine Learning
Required Skills
Kubernetes
Python
Tensorflow
CUDA
Data Structures & Algorithms
Pytorch
Docker
Computer Vision
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
  • 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
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

Gatik is an autonomous delivery network specializing in optimizing B2B short-haul logistics through structured autonomy, utilizing a fleet of light and medium duty trucks, including Class 3-6 autonomous box trucks, to move goods from micro-fulfillment centers to pick-up points. The company's technologies enable the optimization of hub-and-spoke operations for top retailers and strategic partnerships with industry leaders such as Isuzu, Goodyear, Ryder, and Cummins.

Company Stage

Series B

Total Funding

$181.9M

Headquarters

Mountain View, California

Founded

2017

Growth & Insights
Headcount

6 month growth

14%

1 year growth

28%

2 year growth

78%

Benefits

Very competitive salaries and stock options

Medical, dental and vision benefits which go above and beyond

Company building events throughout the year, including an annual company retreat

Pet friendly offices

Catered lunches and snacks throughout the week

Stunning, spacious offices in the US and Canada