Senior Software Engineer-Computer vision
Primary stack
Job description
About the Position
We are seeking a Senior Software Engineer-Computer Vision to join our team in Gurugram, India, specializing in high-throughput, low-latency computer vision pipelines.
Responsibilities
- Evaluate, benchmark, and adapt frontier vision architectures (e.g., YOLO variants, R-CNN, ViTs, Transformers, MobileNet backbones).
- Design, train, and fine-tune computer vision models using PyTorch, TorchVision, etc.
- Architect data preprocessing, augmentation, and annotation workflows for imbalanced and noisy visual datasets.
- Optimize deep learning models for strict latency/throughput budgets using TensorRT, ONNX Runtime, DeepStream, etc.
- Apply model compression techniques including post-training quantization (INT8/FP16) and knowledge distillation.
- Implement active learning loops and continuous monitoring systems to track data drift and edge-case model failures in production.
Requirements
- Bachelor's degree in software engineering/Computer Science or related discipline with 5+ years of work experience or Master’s in relevant disciplines with 5+ years of experience or PhD degree in relevant disciplines with 2+ years of work experience.
- 5+ years hands-on experience designing and training computer vision models in production or applied research environments.
- Proficiency in Python and PyTorch (or TensorFlow); solid foundation in OpenCV and NumPy.
- Proficiency in end-to-end MLOps practices.
- In-depth theoretical and practical grasp of:
- Classic & modern CNNs (ResNet, EfficientNet, ConvNeXt).
- Vision Transformers & attention mechanisms (ViT, Swin, DETR, RT-DETR).
- Modern real-time detector architectures (YOLO*, RT-DETR, SSD).
- Excellent communication skills with the ability to work cross-team.
Nice to Have
- Experience with video streaming protocols and pipelines (RTSP, WebRTC, GStreamer, FFmpeg, or NVIDIA DeepStream).
We Offer
- Competitive salary
- Comprehensive benefits package including bonuses, healthcare, insurance, retirement programs, wellness programs, and service and performance awards.
- Various social and recreational activities, all of which are location specific.
About the Company
Stryker is a global leader in medical technologies and, together with its customers, is driven to make healthcare better. The company offers innovative products and services in MedSurg, Neurotechnology, and Orthopaedics that help improve patient and healthcare outcomes. Alongside its customers around the world, Stryker impacts more than 150 million patients annually.
© Stryker. This job description was sourced from the employer's public career page. TheJob is not the employer — we index the posting and route candidates to the source. All content rights and hiring decisions belong to the employer.