- In a senior software engineering role, you will research and develop imaging algorithms and collaborate with other domain experts to bring our innovations from concept to product:
- Build and optimize algorithm for image segmentation, classification, etc. e.g. segmentation/classification of the tissue specimen on the glass slides or whole slide image(WSI).
- Good understanding of color spaces( RGB, HSV, etc.)
- Collaborate with the image quality evaluation team to continuously improve the WSI scan quality and algorithm performance across a wide range of specimen types.
- Develop and maintain endtoend algorithm models for imaging parameters and sequences to develop intelligent routines based on the content in the specimens.
- Collaborate with platform software engineers to cooptimize algorithms and software implementation.
- Guide junior engineers and help them achieve their goals in image processing and Degree in Computer Science
- 6+ years of relevant handson experience including one Research and development cycle transferring an image acquisition and processing pipeline to a platform.
- Solid understanding of key image processing algorithms, color space, and problems around image quality.
- Solid understanding of mathematics (probability, algebra, calculus, etc.).
- Excellent programming skills in C/C++ and Python are required, and knowledge of machinelearning libraries is essential.
- Familiarity with sensor/camera component interactions.
- Track record of innovative thinking as evidenced by patents and peerreviewed publications.
- Understanding and preferably handson experience with deep learning frameworks and Neural Network processing architectures.
- Experience with compute engines and tools for Graphics, Computer Vision, and ML/AI.
- Solid understanding of Statistical Modeling, Probability, and Stochastic methods.
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Software Engineer - bangalore, India - Zyoin group
Description
Responsibilities: