Software Engineer- Machine Learning + TVM

2 weeks ago


Hyderabad, India ATEM Software Solutions Pvt Ltd Full time

Job Title: Software Engineer 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++ Required Knowledge, Skills, and Abilities 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 Job Responsibilities 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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