We are seeking a skilled Senior CV/Multimodal Engineer to join our team in designing, training, and deploying state-of-the-art Computer Vision models for object detection, segmentation, tracking, and behavior analysis in real-world retail environments. This role involves optimizing inference pipelines for real-time performance on edge devices and cloud infrastructure, collaborating closely with data and product teams to define and prototype new use cases, and developing synthetic data pipelines to enhance model robustness.
Role:
- Design, train, and deploy Computer Vision models for object detection, segmentation, tracking, and behavior analysis.
- Optimize inference pipelines for real-time performance on edge devices (NVIDIA Jetson, Coral, etc.) and cloud infrastructure.
- Collaborate with data and product teams to define new use cases, prototype solutions, and deploy them from lab to live environments.
- Develop synthetic data pipelines and augmentation strategies to improve model robustness across various store formats, lighting conditions, and environments.
- Stay updated on the latest research in Vision Transformers, LVMs, Multi-Modal AI, and Visual Foundation Models, and integrate them into production.
- Work with various types of cameras like CCTV to enhance tracking, localization, and responsiveness.
- Develop and refine proof-of-concept models and conduct real-world validation.
Requirements:
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- 3–7 years of experience in Computer Vision and Deep Learning, with live deployments in production environments.
- Strong skills in Python and PyTorch; experience with OpenCV, TensorRT, ONNX, Triton, or similar frameworks is essential.
- Knowledge of low-latency performance tuning, multi-threaded programming, or real-time processing.
- Proven experience with object detection and tracking models (YOLO, Deep SORT, DINOv2, etc.).
- Experience in deploying models on edge devices and optimizing for real-world conditions.
- Passion for building real products that create real-world impact; experience in 3D modeling and video behavior analytics is a bonus.
- Passion for R&D, emerging technologies, and innovation.
Compensation and Benefits:
We offer a competitive compensation package, private health insurance, and other perks. Our working environment is great and collaborative, fostering creativity and innovation.