13 Aug
|
Magna International
|
Pune
13 Aug
Magna International
Pune
Role Overview:You will be responsible for designing and developing deep neural network (DNN) models using machine learning (ML) and deep learning (DL) frameworks such as TensorFlow and Pytorch. Your role will involve a deep understanding of DNN layers, topologies, popular architectures like VGGNet, ResNet, SRCNN, and the latest DL techniques. Additionally, you will work on data creation, analysis, and visualizations, requiring a solid mathematical background in concepts like probability, statistics, back-propagation, and loss functions. Your skills in algorithm design, programming, debugging, and version control systems will be essential for this role.Key Responsibilities:- Design and develop AI-based multimedia and camera algorithms, compression, and solution software to meet consumer needs- Optimize AI solutions on proprietary hardware like DSP/NPU, develop performance evaluation measures, and conduct evaluations- Explore applications of machine learning in camera, multimedia, and display domains, develop data collection methods for model learning and evaluationQualifications Required:- B.Tech/M.Tech/PhD in Computer Science or related technical field- 7 to 10 years of relevant work experienceNote: The job description does not provide any additional details about the company.
Role Overview:You will be responsible for designing and developing deep neural network (DNN) models using machine learning (ML) and deep learning (DL) frameworks such as TensorFlow and Pytorch. Your role will involve a deep understanding of DNN layers, topologies, popular architectures like VGGNet, ResNet, SRCNN, and the latest DL techniques. Additionally, you will work on data creation, analysis, and visualizations, requiring a strong mathematical background in concepts like probability, statistics, back-propagation, and loss functions. Your skills in algorithm design, programming, debugging, and version control systems will be essential for this role.Key Responsibilities:- Design and develop AI-based multimedia and camera algorithms, compression, and solution software to meet consumer needs- Optimize AI solutions on proprietary hardware like DSP/NPU, develop performance evaluation measures, and conduct evaluations- Explore applications of machine learning in camera, multimedia, and display domains, develop data collection methods for model learning and evaluationQualifications Required:- B.Tech/M.Tech/PhD in Computer Science or related technical field- 7 to 10 years of relevant work experienceNote: The job description does not provide any additional details about the company.
📌 Senior Development Engineer (Pune)
🏢 Magna International
📍 Pune