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python matlab dsp signal processing real-time systemsπ Description
- Be part of a multidisciplinary team turning sensor data into useful signals for autonomous driving.
- Design and implement signal processing for data acquisition, fusion, and filtering.
- Optimize signal processing algorithms for CPU, GPU, DSP, and accelerators.
- Collaborate with autonomy and hardware teams to ensure system robustness.
- Contribute to high-impact papers at top conferences or journals (e.g., TSP, TIP, ICRA, IROS, CVPR, NeurIPS, SIGGRAPH, HPG).
π― Requirements
- Signal Processing theory and practice mastery.
- Real-time and embedded systems with high-throughput data.
- Rapid prototyping and production software in Python, Julia, MATLAB.
- Numerical optimization: BLAS, CHOLMOD, Gauss-Newton, L-BFGS.
- Real-time methods: causal and recursive filters, RNNs, transformers.
- Systems programming: buffers, asynchronous communication, hardware accelerators.
- Performance profiling and optimization expertise.
π Benefits
- Competitive compensation and equity awards.
- Health, Dental, Vision benefits for full-time staff.
- Unlimited Vacation.
- Flexible hours and work-from-home support.
- In-office snacks, drinks, and catered meals.
- Team-building events on-site, off-site, and virtually.
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