Research & Development Engineer - Video Processing

2 weeks ago


Bengaluru, Karnataka, India Career Makers Full time

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, backpropagation, 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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