2 часа назад
Computer Vision Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Computer Vision Engineer (AI) (2D/3D Computer Vision and Machine Learning): Developing vision algorithms that transform imagery and multi-sensor data into accurate interpretations of real-world environments with an accent on reconstruction, localization, depth, registration, detection, segmentation, and tracking. Focus on benchmarking and refining models on imperfect real-world data, validating robustness with mapping experts, and turning prototypes into production-grade systems.
Company
Builds systems that interpret above-ground environments from imagery and multi-sensor data for mapping outputs.
What you will do
- Own computer vision algorithm development from problem framing with real data through model design, iteration, and production accuracy validation.
- Develop algorithms for scene understanding using imagery and multi-sensor data.
- Solve 2D-to-3D problems including geometric reasoning, reconstruction, localization, depth, and registration.
- Prototype, benchmark, and refine models against proprietary data and accuracy requirements.
- Collaborate with Mapping and Engineering experts to validate real-world robustness.
- Work with the Software team to convert prototypes into production-grade systems.
Requirements
- 4+ years of industry experience developing computer vision and machine learning algorithms; academic research experience is additional.
- Hands-on experience with 2D-to-3D problems such as navigation, mapping, 3D reconstruction, photogrammetry, localization, or depth estimation.
- Practical experience with computer vision tasks including detection, segmentation, tracking, or registration on imperfect real-world data.
- Strong understanding of modern deep learning architectures, including transformer-based and multimodal models.
- Strong proficiency in Python, NumPy, SciPy, OpenCV, and PyTorch.
- B.Sc. in Electrical Engineering, Computer Engineering, Computer Science, or a related field.
Nice to have
- M.Sc. or Ph.D. in a relevant field.
- Experience combining text and imagery, such as in document analysis.
- Experience with point-cloud analysis, LiDAR, aerial imagery, orthophotos, satellite imagery, or geolocation.
- Familiarity with cloud development environments, particularly AWS.
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