Software Engineer- Machine Learning + TVM

4 hours ago


Hyderabad, Telangana, India ATEM Software Solutions Full time ₹ 8,00,000 - ₹ 20,00,000 per year
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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