13 часов назад
3D Reconstruction Scientist (Radar)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
3D Reconstruction Scientist (Radar): Developing and deploying algorithms that reconstruct high-resolution 3D imagery from distributed radar and optical sensors with an accent on tomographic reconstruction, autofocus, calibration, and multi-view geometry. Focus on solving large-scale inverse problems, optimizing algorithms for near real-time cloud production pipelines, and validating reconstruction accuracy on satellite data.
Location: Redwood City, California, United States; hybrid
Company
develops coordinated radar satellite systems and 3D geospatial data products for commercial and government customers.
What you will do
- Research, design, and implement tomographic algorithms for 3D image reconstruction using radar phase-history data and optical sensors.
- Develop autofocus, preprocessing, and calibration techniques that improve reconstruction quality and compensate for platform-position and hardware-related phase inaccuracies.
- Optimize algorithms for near real-time 3D imagery production in a cloud-based pipeline.
- Integrate reconstruction solutions into products and services with cross-functional teams.
- Test, validate, and evaluate algorithm performance against end-user requirements.
Requirements
- Bachelor’s degree in Computer Science, Electrical Engineering, or a related field.
- 4+ years of experience in 3D image reconstruction, 3D computer vision, multi-view geometry, or a related area.
- Proficiency in Python, MATLAB, or C/C++.
- Strong teamwork and communication skills, with the ability to learn independently and work under significant time constraints.
- Must be a U.S. citizen, lawful permanent resident, protected individual, or eligible to obtain the authorizations required under ITAR.
Nice to have
- Master’s degree in Computer Science, Electrical Engineering, or a related field.
- Experience deploying 3D image processing or generation algorithms into production pipelines.
- Experience with tomographic or interferometric SAR, stereo depth estimation, optical flow, 3D localization, or ambiguity resolution.
- Experience adapting image-processing algorithms for GPU clusters and using stochastic or adaptive signal-processing techniques.
- Experience applying AI/ML to 3D data products or creating 3D products from geospatial datasets.
Culture & Benefits
- Work in a fast-paced environment with significant time constraints and strong personal accountability.
- Collaborate across engineering and product functions on satellite sensing and geospatial intelligence systems.
- Build technology supporting mapping, infrastructure, disaster response, defense, intelligence, energy, telecommunications, and mining applications.
- Employment decisions are based on merit, competence, and job qualifications.
Hiring process
- Interview process details are referenced but not specified in the posting.
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