Senior Computer Vision Engineer
Humane
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Posted:
August 2, 2023
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Onsite
About the position
Humane is seeking a highly experienced professional in computer vision to join their team. The role involves leading the design and optimization of innovative solutions for 3D reconstruction and image understanding, as well as system design for edge devices and cloud service interactions. The ideal candidate should have a strong background in computer vision, 3D geometry, and optimization, along with experience in sensor calibration, computational photography, and digital image processing. Additionally, experience with machine learning algorithms and deep learning toolkits is preferred. The successful candidate will have a proven track record of building and shipping consumer products and the ability to work independently and communicate effectively.
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
- Work with Software Engineering teams to create groundbreaking new experiences
- Collaborate with teams to enable the next shift between humans and computing
- Develop on-device models and algorithms tuned for size
- Work on massive scale distributed cloud systems
- Utilize creative thinking, deep understanding, and resourceful use of existing technologies
- Drive tasks independently and escalate and communicate issues and needs clearly
- Create innovative solutions for hard problems
- Design and implement high-performance computer vision systems in compute-constrained environments
Requirements
- 6+ 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 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
Benefits
- Comprehensive healthcare insurance
- Disability insurance
- Life insurance
- Flexible spending accounts
- 401K plan
- Generous paid time off and leave programs
- Commuter benefits
- Team events
- Snacks and other perks
- Flexible work arrangements
- Opportunity to develop cutting edge technologies in a creative and innovative environment
- Imagine new opportunities in areas that matter and will impact the world
- Be a part of a high performing team of the world's best innovators and executors
- Trust, truth, and joy are valued as part of the company's culture
- Equal opportunity employer that makes employment decisions based on merit and business needs
- Prohibition of harassment of any kind in the workplace