Software Engineer - Deep Learning, Autonomous Vehicles at Gatik AI
Sunnyvale, California, United States
🇺🇸 (Posted Jul 31 2018)
About the company
Gatik AI is developing software solutions for self-driving vehicles to enable real-time accurate navigation, planning, and perception in dynamic urban environments. Sitting at the intersection of artificial intelligence, robotics, and design, Gatik aims to power the next generation of self-driving commercial fleet for last mile logistics. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.
At Gatik AI, you will collaborate with a team of world class researchers and engineers with domain expertise in AI, robotics and computer vision to help create the infrastructure for our deep learning software stack. You’ll master new technologies while working on code, algorithms, and research in your area of expertise to create and refine key systems and move Gatik forward.
Working at Gatik AI will give you the chance to manifest your creativity and highly impact the final product.
WHAT YOU’LL DO
Applied machine learning e.g., supervised methods like logistic regression, SVMs, random forests, deep learning & reinforcement learning and also semi-supervised & active learning approaches
Develop scalable training and evaluation tools and infrastructure
Analyze point cloud and radar raw sensor data and apply machine learning technologies
Build and own production models, pipelines, and runtimes
Competitive salary, generous equity and benefits including 401K, medical, dental & vision
State of the art equipment for your work station
Lunch, snacks, and dinner
Free rides in self-driving vehicles!
Skills & requirements
WHAT YOU’LL NEED
Masters or PhD degree in CS or related field
Excellent software development skills in C/C++ and/or Python
Familiarity with one or more neural network frameworks, such as Tensorflow, Caffe, Torch, etc.
Strong quantitative background
5+ years of experience in deep learning, machine learning, or computer vision
Extensive experience with programming and algorithm design
WHAT WE’D LIKE TO SEE
Track record of building and shipping machine learning features in products
Experience in software design for safety-critical systems
Strong understanding of recent advancements in deep learning research
Demonstrated academic or industry experience in developing novel deep learning models
Experience working with 3D data