5 дней назад
DSP Researcher
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
DSP Researcher (Fiber-Optic Sensing): Researching and developing distributed fiber-optic acoustic sensing technologies through signal processing, system modeling, simulations, and experimental validation with an accent on coherent optical sensing and full-pipeline system expertise. Focus on designing DSP algorithms, analyzing noisy field data, building real-time processing pipelines, and validating sensing capabilities through laboratory experiments.
Location: Tel Aviv, Israel; onsite
Company
is a VC-backed startup developing smart-infrastructure solutions based on fiber-optic sensing and machine learning for roads, cities, perimeters, and energy and transportation infrastructure.
What you will do
- Conduct experimental and theoretical R&D for distributed fiber-optic acoustic sensing systems.
- Develop, implement, and validate DSP algorithms for coherent optical sensing.
- Model the full sensing pipeline, including optical signal generation and propagation, coherent detection, signal acquisition, DSP, and data analysis.
- Design and run laboratory experiments to validate concepts and improve system performance.
- Develop simulations, models, and analysis tools in Python and/or C++ for experiments, field-data analysis, and system evaluation.
- Collaborate with multidisciplinary R&D teams to integrate new sensing capabilities and communicate complex technical concepts.
Requirements
- MSc or PhD in Physics, Applied Mathematics, Electrical Engineering, or a related field.
- Strong knowledge of DSP methods, system-level modeling, and experimental or field-data validation.
- Relevant experience in electro-optics, fiber sensing, optical communications, RF DSP, radar/sonar, ultrasound imaging, or a related domain.
- Experience with filtering, spectral analysis, FFT-based processing, estimation, detection, or time-series analysis.
- Experience processing large-scale or streaming signal data and developing real-time or near-real-time DSP pipelines.
- Strong programming skills in Python, C++, or similar, with analytical, problem-solving, and communication abilities.
Nice to have
- Experience applying AI/ML to signal-processing problems or using AI-assisted tools for DSP research.
- Hands-on experience with optical measurement techniques and optical/electro-optical systems.
- Experience with electro-optical noise analysis, including phase noise, detector noise, amplifier noise, and SNR.
- Experience with GPU acceleration, CUDA, or parallel computing.
Culture & Benefits
- Work in a fast-paced R&D environment spanning physics, electro-optics, fiber sensing, and DSP.
- Contribute to sensing products designed for real-world infrastructure and large-scale deployment.
- Collaborate with multidisciplinary R&D teams across research, laboratory validation, and product integration.
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