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Research & Development Engineer - Video Processing
3 weeks ago
Job Description :
- Strong Knowledge in ML/DL concepts
- Hands on experience in designing and developing a DNN models using ML/DL frameworks (TensorFlow/Pytorch)
- Deep understanding of DNN layers, topologies, popular DNN architectures (VGGNet, ResNet, SRCNN etc.) and latest DL techniques
- Good understanding in data creation, analysis, visualizations
- Good mathematical back ground and understanding of various concepts: Probability, Statistics, back-propagation, loss functions
- Strong in algorithm design and development
- Strong analytical, programming and debugging skills
- Knowledge of version control systems (P4, Git)
- Programming Skills : C/C++, Python
- Good communication skills, both written and verbal
Preferred Skills :
- Exposure to Image, Signal processing concepts & Computer Vision
- Exposure to Image/Video processing algorithms, Codecs etc.
Qualification :
- B.Tech/M.Tech/PhD in Computer Science or related technical field
- 7 to 10 years of relevant work experience
Job Description Summary :
- Design and develop AI based multimedia and camera and algorithms, compression and solution software that meets consumer needs
- Optimize AI solution on Company's proprietary hardware (DSP/NPU etc.), develop performance evaluation measures and evaluate
- Explore areas to apply machine learning in camera, multimedia and display, develop measures on collecting data used for model learning and evaluation
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