Highly Skilled AI Compiler Engineer Wanted
3 dagen geleden
At Synopsys, we're at the forefront of innovation in the Era of Pervasive Intelligence. Our technology empowers the creation of high-performance silicon chips and software content that shape the future. We're looking for a passionate and experienced AI compiler engineer to join our team.
Job DescriptionYou'll be working closely with senior architects to design AI compiler features that improve performance, scalability, usability, and testability of our tool. You'll create detailed designs and interface specifications for enhancements and new features of Synopsys' AI compiler, targeting the ARC Neural Network Processor IP.
Key responsibilities include guiding junior developers who are implementing your designs, providing direction and advice on best development practices, and hands-on assistance as needed. You'll also work closely with senior members of runtime and compute library teams to create efficient cross-component interfaces.
The impact you'll make will be significant: enabling the development of new capabilities in our neural network compiler, making it more robust and efficient. You'll contribute to cutting-edge AI technologies that drive innovation in various industries, improving the performance and accuracy of neural network-based workloads using ARC Neural Network Processor IP, and supporting third-party developers in utilizing our tools to create advanced AI applications.
Requirements- 8+ years of proven experience in architecting compiler software for domain-specific processors or other similar resource-constrained hardware, ideally NN-focused
- Demonstratable ability in creating specifications, including requirements, high-level architecture, detailed design, and verification plans
- In-depth understanding of compiler theory and industry trends
- Hands-on experience with compiler internals, including various optimizations such as auto-parallelization, auto-scheduling, and performance analysis, preferably with NN compilers
- Experience using open-source Neural Network technologies like LLVM / MLIR, TVM, Glow, xbyak, etc., and frameworks like ONNX, PyTorch, TensorFlow
- Ability to design clean, scalable, and maintainable software interfaces
- Experience with modern C++ design practices
- Solid understanding of state-of-the-art deep learning concepts, methods, and models
- Excellent problem-solving and critical thinking skills
- Team player with good interpersonal skills
- Excellent written and spoken English
You'll be an integral part of the ARC Processor team, a group of dedicated professionals focused on developing and enhancing our neural network compiler. This team is at the forefront of AI technology, working on projects that drive innovation and shape the future of smart devices.
Rewards and BenefitsWe offer a comprehensive range of health, wellness, and financial benefits to cater to your needs. The salary range for this position is $140,000-$180,000 per year, based on experience. Your recruiter will provide more details about the benefits package during the hiring process.
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