Staff Engineer - Computer Vision and Machine Learning
at MedTech: Our client is a leading firm in Medical devices.
C++
Machine Learning (ML)
Deep Learning
š Were Hiring: Staff Engineer ā Computer Vision & Machine Learning š
š Location: Gurugram
š¼ Experience: 7-10 Years
About the Role
We are seeking a passionate Computer Vision and Machine Learning expert to develop advanced solutions in medical imaging. If youāre excited about challenges like image segmentation, object detection, and 3D reconstruction, letās connect!
Mandatory Technical Skills:
ā Programming Languages: Proficiency in C++, Python, and C#.
ā Computer Vision Expertise: Experience with OpenCV for tasks such as:
- Image Segmentation
- Object Detection
- Pattern Recognition
- 3D Reconstruction
- ā ML/DL Frameworks: Proficiency in TensorFlow, PyTorch; hands-on experience with models like YOLO, U-Net, ResNet, VGG.
- ā Image Processing: Strong understanding of:
- Color-space transformations
- Histogram/Contrast enhancement
- Morphology and frequency domain filtering
- ā Medical Imaging Knowledge: Familiarity with modalities like CT, MRI, Ultrasound.
- ā Algorithms & Data Structures: Solid problem-solving, optimization, and analytical skills.
Additional Preferred Skills:
š¹ Advanced C++ (STL, multithreading, design patterns).
š¹ Python libraries: Numpy, Pandas, Scikit-learn.
š¹ Knowledge of tools like VTK, ITK, or MITK.
š¹ Understanding of healthcare regulations (e.g., FDA, CE).
Why This Role?
Youāll build cutting-edge Computer Vision and Machine Learning solutions for healthcare, making a meaningful impact on lives.
Shubham Vishwakarma
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