Senior Computer Vision Engineer
Humane
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Posted:
April 25, 2023
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Other
About the position
Humane is seeking a Computer Vision Team Lead with 8+ years of professional experience in computer vision. The successful candidate will be responsible for leading the design of scalable and innovative solutions to challenging problems related to 3D reconstruction and image understanding, as well as leading power and execution time optimization for core algorithms running on edge devices. They will also be responsible for defining and executing massive scale model training and validation workflows. The salary range for this role is $185,000 - $235,000.
Responsibilities
- Lead design of scalable and innovative solutions to challenging problems related to 3D reconstruction and image understanding
- Lead power and execution time optimization for core algorithms running on edge devices
- Lead system design for solutions involving edge devices and cloud service interactions
- Define and execute massive scale model training and validation workflows
Requirements
- 8+ years of professional experience in computer vision
- Experience working with C, C++, OpenCV, OpenGL, or Python
- Strong foundation in 3D geometry, linear algebra, kinematics, and optimization
- Experience in one or more of the following areas: sensor calibration, computer vision system design, computational photography, digital image processing
- Experience with modern machine learning algorithms for scene segmentation, object detection and tracking
- Proven track record of building and shipping consumer products end-to-end
- Experience with deep learning toolkits
- Experience designing and implementing high-performance computer vision systems in compute-constrained environments
- Ability to drive tasks independently and to escalate and clearly communicate issues and needs clearly
- Ability to create innovative solutions for hard problems