Software Engineer- Machine Learning + TVM
4 hours ago
Location: Hyderabad
Job Type: Full-Time
Educational Qualification: B.E, B.Tech, M.E, MTech Only be considered (Mechanical and Civil graduates are not considered)
Mandatory Skills- Strong hands-on experience in C/C++, Python, NumPy
- Experience with Machine Learning (ML) frameworks: TensorFlow, PyTorch, ONNX
- Proficiency in TVM (Tensor Virtual Machine)
- Knowledge of OpenCL C++
- Proficiency in C, C++, Python, and ML libraries
- Solid foundation in Linear Algebra
- Understanding of Neural Network optimization, graph lowering, and fine-tuning
- Strong analytical and debugging skills
- Sound knowledge of Object-Oriented Programming (OOP) and Software Design Patterns
- Expertise in TVM Framework
- Basic understanding or experience with hardware architecture is a plus
- Experience with full-stack framework development, such as:
- Multimedia frameworks (e.g., GStreamer, OpenVx, OpenMax)
- Graphics APIs (e.g., OpenGL, Vulkan, Mesa)
- Experience with Linux driver development
- Familiarity with CLC/assembly compute kernels
- Bring up, test, and debug Neural Networks using frameworks like TensorFlow, PyTorch, and ONNX for Mirafra
- Enhance and maintain TVM capabilities and features
- Optimize neural networks for efficiency and stability
- Develop and maintain Model Conversion Toolchain software stack
- Perform tasks related to:
- Network optimization
- Node fusion
- Graph lowering
- Adding custom operations
- Profiling and performance fine-tuning
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