Senior Machine Learning Engineer, Computer Vision
3 weeks ago
About Robust:
If you want to do the best work of your life, believe diversity is a strength, and be part of an inclusive team of people who care deeply, keep reading Robust AI is a fast-growing, early-stage startup founded in 2019 by an unsurpassed team of veterans in robotics, AI, and business. We are a collaborative group with a wide range of backgrounds and perspectives, seeking talented individuals who are just as excited about robotics and AI as we are Help us redefine the very foundation of robotics and build robots that are smart, collaborative, robust, safe, flexible, and genuinely autonomous.
Job brief:
We are looking for a passionate Senior ML Engineer to design, develop, and deploy robot perception systems that can run on integrated hardware. You will work with a team of world-class researchers and engineers on robotics and AI, to build the next generation of robotics vision systems. You will work mainly in Python and C++. Ideal candidates have a background in machine learning and computer vision, as well as strong software engineering skills. Experience in robotics is a plus.
In your role you will:
Work with the perception team to design, develop, and deploy computer vision and machine learning components for robotics on integrated hardware (like Nvidia Jetson and Intel Myriad)
Create ML training and evaluation pipelines and explore new model structures
Optimize and scale cutting-edge research to work efficiently on robot’s compute and sensors
Write clean and performant code, including tests
Write documentation so others can effortlessly understand your API
Essential skills:
MS or Ph.D. in ML, CS, or a related technical field involving, Machine Learning, Computer Vision Electrical Engineering or equivalent2+ years of industry software engineering experience
Experience with deep learning algorithms and pipelines
Experience with 2D and 3D vision algorithms. For example stereo vision, optical flow, auto-exposure, detection, tracking, pose estimation
Experience with PythonExcellent software engineering and algorithm skills
Experience in optimizing computer vision or machine learning systems for integrated hardware like NVIDIA Jetson, Qualcomm RB5, Intel Myriad, etc.
Desired skills
(one or more):
Experience with dataset preparation and preprocessing
Experience with synthetic data generation
Experience with extrinsic and intrinsic sensor calibration, including multi-camera systems
Experience withspecialized libraries, languages, and frameworks like Pytorch, TensorFlow, OpenCV, PCL, CUDA, TensorRT
Experience with C++Experience with transport layers for robots and computer systems like ROS, LCM, GRPC, YARP, Boost.
Interprocess, NATS
What we offer:
Competitive compensation, generous benefits, stock options, and huge potential for growth.
Strong startup (and fun) culture.
Medical, Dental, and Vision coverage.
Flexible vacation and sick leave practices.
Paid parental leave.
Robust AI fosters a culture of belonging and a shared commitment to equality and equity. Having a diverse set of perspectives is key to ensuring AI and robotics serve the needs of all.
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San Carlos, United States Robust.ai Full timeAbout Robust: If you want to do the best work of your life, believe diversity is a strength, and be part of an inclusive team of people who care deeply, keep reading! Robust AI is a fast-growing, early-stage startup founded in 2019 by an unsurpassed team of veterans in robotics, AI, and business. We are a collaborative group with a wide range of backgrounds...
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