Perception Systems Architect
3 weeks ago
At Unreal Gigs, we're seeking a highly skilled Perception Systems Architect to join our team of experts in robotics and computer vision. As a key member of our engineering team, you will be responsible for designing and developing perception systems that enable robots to understand and interact with their environments.
The ideal candidate will have a strong background in computer vision and deep learning, with experience in developing perception algorithms for real-time applications. You will work closely with our robotics and software teams to integrate perception systems with robotic hardware, ensuring seamless operation and efficient data flow within embedded systems.
Key Responsibilities:
- Develop perception algorithms for object detection and recognition using computer vision and deep learning techniques.
- Implement sensor fusion for multi-modal perception, integrating data from cameras, LIDAR, radar, and ultrasonic sensors.
- Optimize and calibrate vision systems for real-world performance, handling variable lighting and environmental factors.
- Develop and test scene understanding and localization systems, enabling robots to navigate and interact with complex environments.
- Collaborate with hardware and software engineering teams to ensure system integration and compatibility across platforms.
Required Skills and Qualifications:
- Strong experience in computer vision and deep learning frameworks such as TensorFlow, PyTorch, and OpenCV.
- Proficiency in programming languages Python, C++, and ROS (Robot Operating System).
- Knowledge of multi-sensor integration and data processing techniques.
- Experience in calibrating vision systems and optimizing perception algorithms for real-time performance.
Benefits:
- Comprehensive medical, dental, and vision insurance plans.
- Competitive vacation, sick leave, and 20 paid holidays per year.
- Flexible work schedules and telecommuting options.
- Opportunities for training, certification reimbursement, and career advancement programs.
- Access to wellness programs, including gym memberships, health screenings, and mental health resources.
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