
AI Engineering Specialist
7 days ago
Job Title: AI Engineering Specialist - Video Processing
We are seeking a highly skilled AI engineering specialist to design and develop innovative multimedia solutions, camera algorithms, compression software, and display applications that meet consumer needs.
Main Responsibilities:
- Design and develop AI-based multimedia and camera algorithms, compression and solution software that meets consumer needs.
- Optimize AI solutions on proprietary hardware (DSP/NPU), develop performance evaluation measures, and evaluate.
- Explore areas to apply machine learning in camera, multimedia, and display, develop measures for collecting data used for model learning and evaluation.
Requirements:
- Strong knowledge of ML/DL concepts.
- Hands-on experience in designing and developing 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 background and understanding of various concepts: Probability, Statistics, back-propagation, loss functions.
- Strong skills in algorithm design and development.
- Strong analytical, programming, and debugging skills.
- Knowledge of version control systems (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.
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