Deep Learning Architect for LiDAR and Image Processing
3 days ago
Lumotive is seeking a skilled Deep Learning Architect to join our team. In this role, you will be responsible for developing, testing, and optimizing algorithms for processing LiDAR and image data.
About Us:
Lumotive's revolutionary programmable optical semiconductors enhance perception, boost computing power, and ensure robust high-speed communication across various markets. Our Light Control Metasurface (LCMTM) chip is the first commercially available software-defined photonic beamforming solid-state technology addressing critical gaps in multiple industries, from 3D sensing to AI computing.
Key Responsibilities:
- Design, develop, and implement signal processing algorithms for LiDAR and image data.
- Optimize software for real-time performance on various hardware platforms, including GPUs and CPUs.
- Conduct CPU benchmarking and profiling to identify optimizations and implement improvements.
- Develop comprehensive testing and verification strategies, including unit tests, integration tests, and system-level testing, to validate algorithm performance and accuracy.
- Collaborate with cross-functional teams to integrate DSP algorithms into existing systems.
- Maintain and document software architecture, design decisions, and testing procedures.
Qualifications:
- A Master's or PhD in Computer Science, Electrical Engineering, or a related field.
- Proven experience in DSP software development, specifically with LiDAR and image processing applications.
- Proficiency in modern C++ (C++11 and above) and Python.
- Strong understanding of GPU programming (CUDA, OpenCL, etc.).
- Experience with CPU benchmarking tools and techniques and code optimization.
- Experience with real-time systems and embedded programming.
- Familiarity with testing frameworks and methodologies for software validation.
What We Offer:
We offer a base salary range of $150,000 to $190,000 (USD), plus a performance-based quarterly bonus, and equity depending on experience. Benefits include health insurance, dental, vision, 14 paid holidays, life insurance, long-term disability, short-term disability, and more.
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