NN Compiler Engineer
BelgiumLeuven, Flanders
Aachen, North Rhine-Westphalia
Berlin, Land Berlin
Erfurt, Free State of Thuringia
Germany
Munich, Bavaria
Paderborn, North Rhine-Westphalia
Stuttgart, Baden-Württemberg
Reading, England
Dublin, Leinster
Ireland
Eindhoven, North Brabant
Enschede, Overijssel
Hague, North Dakota
Nederland, Overijssel
Nijmegen, Gelderland Belgium Apply Now
Category: Engineering
Hire Type: Employee
Job ID 48891BR Date posted 03/01/2024
At Synopsys, we’re at the heart of the innovations that change the way we work and play. Self-driving cars. Artificial Intelligence. The cloud. 5G. The Internet of Things. These breakthroughs are ushering in the Era of Smart Everything. And we’re powering it all with the world’s most advanced technologies for chip design and software security. If you share our passion for innovation, we want to meet you.
Synopsys is a worldwide leading supplier of horizontal IP which is used by our customers to design semiconductor integrated circuits. The IP product portfolio includes ARC processors, high-performance Vector DSP processors, industry-leading neural network processors, USB, DDR, and Ethernet interface controllers and much more.
The ARC Processor team is looking for an experienced compiler engineer who will contribute to the development of our neural network model compiler. This compiler is used by third-party developers who run neural network-based workloads on SoCs with ARC Neural Network Processor IP inside.
Key responsibilities
Required Skills
Optional and Helpful Skills
Apply Now
Synopsys is a worldwide leading supplier of horizontal IP which is used by our customers to design semiconductor integrated circuits. The IP product portfolio includes ARC processors, high-performance Vector DSP processors, industry-leading neural network processors, USB, DDR, and Ethernet interface controllers and much more.
The ARC Processor team is looking for an experienced compiler engineer who will contribute to the development of our neural network model compiler. This compiler is used by third-party developers who run neural network-based workloads on SoCs with ARC Neural Network Processor IP inside.
Key responsibilities
- Develop and enhance the compiler backend targeting ARC Neural Network Processor IP
- Develop compiler passes for lowering a high-level intermediate representation to a low-level hardware accelerator representation
- Develop mapping and optimization algorithms which partition compute tasks across multiple hardware accelerators in optimal ways
- Contribute to compiler QA, including creation of test plans & test automations, execution of tests and creation of reports
Required Skills
- 5+ years of proven experience in developing software applications or tooling for domain-specific processors or other similar resource-constrained hardware
- Ability to write clean, scalable, and maintainable production-level C++ code
- General understanding of state-of-the-art deep learning concepts, methods and models
- Familiarity with Agile development methodologies
- Working experience with embedded systems and hardware device control
- Familiarity with Git source control management
- Excellent problem solving and critical thinking skills
- Team player with good interpersonal skills
- Excellent written and spoken English
Optional and Helpful Skills
- Good understanding of compiler theory and compiler industry trends
- Hands-on experience working on compiler internals (including various optimizationssuch as auto-parallelization, auto-scheduling and performance analysis), preferably with NN compilers
- Solid troubleshooting and analytical skills, experience in testing production software, preferably compilers
- Experience with low-bit model quantization
- Experience using open-source Neural Network technologies like LLVM / MLIR, TVM, Glow, xbyak, etc.
- Experience working with frameworks like ONNX, PyTorch, TensorFlow
Relevant Jobs
- R&D Engineering, Sr Engineer Hsinchu, Taiwan Engineering
- ASIC Physical Design, Staff Engineer Bengaluru, India, Hyderabad, India Engineering
- Applications Engineering, Sr Staff Engineer Bengaluru, India Engineering
Available Opportunities
- R&D Engineering, Sr Engineer Hsinchu, Taiwan Engineering
- ASIC Physical Design, Staff Engineer Bengaluru, India, Hyderabad, India Engineering
- Applications Engineering, Sr Staff Engineer Bengaluru, India Engineering
- Applications Engineering, Staff Engineer (SPICE/FastSPICE Simulation, Custom Compiler) Bengaluru, India Engineering
View all job opportunities here
View all job opportunities here