Instacart13 дней назад
Principal Computer Vision Engineer
Зарплата не указана
Israel - Hybrid (3 days/week…
Обязанности
- 01Architect and drive the evolution of core computer vision pipelines from research to production deployment
- 02Design and implement robust classic computer vision algorithms and deep learning architectures for spatial, alignment, and tracking challenges
- 03Train, evaluate, and fine-tune state-of-the-art deep learning models for object detection, classification, and advanced segmentation
- 04Build and optimize high-performance inference pipelines in Python and C++ using tools like TensorRT and CUDA for low-latency execution
- 05Drive technical excellence, evaluate new architectures, standardize training methodologies, and make tradeoffs between accuracy, speed, and compute
- 06Handle technical design, clean architecture, implementation, observability, and iterative improvements of the perception engine
Требования
- 016+ years of industry experience in computer vision, machine learning, or a related field
- 02Deep expertise in classic computer vision techniques including optical flow, multi-view geometry, feature matching, and homography estimation (e.g., using OpenCV)
- 03Strong foundational understanding of modern deep learning architectures for object detection, image classification, and semantic/instance segmentation
- 04Production-level programming skills in Python
- 05Extensive hands-on experience with PyTorch and building scalable model training and evaluation pipelines
- 06Proven track record of optimizing complex algorithms for deployment in resource-constrained or real-time environments
Условия
- 01Flex First team: flexibility to choose where to work—from home, an office, or elsewhere—while staying connected through regular in-person events