Embedded Systems Video Processing Expert
3 days ago
At Approach Venture, we're pushing the boundaries of innovation in deep-tech and defense technologies. Our mission is to create cutting-edge video processing solutions for aerospace applications.
Job SummaryWe're seeking a highly skilled Embedded Systems Video Processing Expert to join our dynamic team. This role offers an exciting opportunity to design, develop, and implement advanced algorithms for embedded systems used in high-speed video processing.
Key Responsibilities- Design and implement state-of-the-art computer vision algorithms for detecting, tracking, and classifying airborne and ground-based objects using high-speed cameras.
- Create and optimize AI/ML models tailored for deployment on embedded platforms with constraints on memory, processing power, and energy efficiency.
- Engage in the full software development cycle, from system design to testing, deployment, and post-deployment maintenance.
- Perform rigorous evaluation and optimization of algorithms to ensure real-time performance in high-frame-rate video processing applications.
- Stay up-to-date with the latest developments in machine learning, computer vision, and AI to propose cutting-edge enhancements for our products.
- Bachelor's degree (or higher) in Computer Science, Data Science, Electrical Engineering, Physics, or a related field.
- 3+ years of professional experience in machine learning and computer vision, with hands-on expertise in algorithm design and implementation.
- Strong proficiency in C/C++ and Python programming languages; experience in embedded software development is a plus.
- Solid understanding of AI/ML techniques, deep learning frameworks, and computer vision fundamentals.
- Experience with hardware-software integration for embedded systems, including GPU acceleration, FPGA implementation, and multi-core parallel processing.
- Experience in video processing pipelines and workflows.
- Familiarity with image processing techniques and sensor integration.
- Prior exposure to space-related projects or defense technology is a plus.
- Knowledge of advanced camera systems and image capture technologies.
- Opportunity for growth and development in a rapidly expanding, cutting-edge tech startup.
- Flexible work environment that fosters collaboration and innovation.
- Comprehensive health benefits, including medical, dental, and vision coverage.
- $150,000 - $200,000 per year salary range.
- Fully onsite in Orange County, CA.
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