Software Engineering Lead
5 days ago
The selected candidate will be responsible for leading the technical aspects of AIG s Vitis AI Compiler projects. This involves working on the XDNA architecture and the Vitis AI family of software tools.
The role requires a talented engineer with strong leadership skills to drive sophisticated technical issues to resolution. The ideal candidate should have demonstrated ability to identify technical problems, explore and propose viable options, and apply technical solutions.
They should excel in a global team environment with strong verbal and written communication skills. The candidate will have the opportunity to work on integrating the ML tool chain into frameworks like ONNX, PyTorch, TensorFlow etc.
Key responsibilities include orchestrating the compilation of ML models through different phases, integrating runtime execution of ML models on the NPU hardware through the runtime and driver, and collaborating with compiler and runtime teams to bring up latest AI models like CNNs, Transformers, Stable Diffusion, NLPs etc. on the XDNA simulator.
- Role Responsibilities:
- ML model compilation and integration
- Runtime execution of ML models on NPU hardware
- Collaboration with compiler and runtime teams
- Minimum 10 years of relevant work experience
- Strong background in large scale based development and debug, including design patterns
- Experience with multi-threaded programming infrastructure and performance optimization
- Experience in software development environment on both Linux and Windows is required
- Experience in any one of the ML frameworks like ONNX, PyTorch etc is strongly desired
- Experience with scalable builds and code versioning through GitHub, Docker, CMake, Artifactory is highly desired
- Fast-paced environment offering immense opportunity to interact with a wide variety of people
- Opportunity to learn and grow skills and capabilities
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