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AI/ML Compiler Engineer
2 maanden geleden
Snap is a technology company that believes the camera presents the greatest opportunity to improve the way people live and communicate. We contribute to human progress by empowering people to express themselves, live in the moment, learn about the world, and have fun together.
Our ProductsWe have three core products:, a visual messaging app that enhances your relationships with friends, family, and the world;, an augmented reality platform that powers AR across Snapchat and other services; and our AR glasses,.
Our TeamSnap Lab is home to our hardware products with a world-class research & development team. We are focused on pushing the boundaries of what a camera can be, specifically overlaying computing on the real world. Next Generation are our first pair of glasses that bring augmented reality to life.
Job DescriptionWe are looking for a Senior Compiler Engineer to join our team in Eindhoven. In this role, you will contribute to an world-class user-friendly software development kit (SDK) that enables programming for embedded AI / ML System on Chip (SoC).
Responsibilities- Specification and development of MLIR-based compilers and development tools for ML applications targeting embedded AI / ML SoCs
- Modeling the functionality and performance of embedded AI / ML processors
- Development of test cases for such tools and flows
- Contributing to roadmap-setting for the SDK, and the team's product portfolio in general
- Contributions to hardware architecture, from the perspectives of application performance and programmability
- Playing an active role in enabling use cases (demonstrators, proof of concepts, benchmark applications)
- Providing support towards internal and external users of our SDK
- MSc or PhD in Computer Science, Electrical Engineering, or related field
- 5+ years of proven experience in developing compilers, software applications or tooling for domain-specific AI / ML processors or other similar resource-constrained hardware
- Good understanding of modern software design and development practices
- Experience with modern C++
- Experience with modern compiler frameworks, such as TVM, LLVM, MLIR, or GLOW
- Ability to write clean, scalable, maintainable production-level code
- Excellent analytical and problem-solving skills
- Excellent communication skills in English (both speaking and writing)
- Team player with good interpersonal skill
- General understanding of state-of-the-art deep learning concepts, methods and models
- Experience working with TensorFlow and/or PyTorch.
- Familiarity with Agile development methodologies.
This position is based at the High Tech Campus in Eindhoven, The Netherlands, home of 160 companies, employing a total of 11,000 entrepreneurs and R&D employees.
