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Performance Analysis Engineer
1 month ago
We are seeking a highly skilled and motivated Performance Analysis engineer to join our diverse team at Arm. Our team focuses on Performance Analysis of Arm-based automotive systems built together in pre-silicon (Virtual Prototypes & FPGAs) and post-silicon environments.
Working closely with design teams and customers, we develop best-in-class silicon platforms across the Automotive ecosystem. To help its partnership and ecosystem navigate this sophisticated landscape, Arm has been investing in initiatives like SOAFEE to help create collaboration and standardization.
The Automotive LoB at Arm is also pioneering Virtual Prototyping technologies to help accelerate software development of Automotive applications well before the silicon becomes available.
Responsibilities:- Efficiently and creatively driving and investigating performance of automotive software and use-cases.
- Performing workload characterization to identify performance bottlenecks and propose solutions.
- Conducting system-level analysis of performance, CPU-GPU-memory-bandwidth utilization, power dissipation, etc.
- Instrumenting real-world software workloads for real-world performance and efficiency measurements.
- Developing tools and implementing workloads to push systems to their limits.
- Writing up findings and presenting them with the LoB and engineering divisions.
- Experience in SoC Performance Modelling and performance analysis in the semiconductor industry.
- Degree or equivalent experience in Computer Science, Electronics Engineering, Computer Architecture.
- Understanding of general-purpose CPU microarchitecture, including knowledge of areas such as processor pipelines, caches, and memory hierarchy.
- Proficient in C++ for programming for large-scale software development.
- Proficiency in Python and other scripting language skills.
- Excellent communication and interpersonal skills with the ability to convey effectively complicated solutions.
- Experience with Performance Analysis tools like perf, vTune, Streamline.
- Experience in Automotive Software development and use of Virtual Prototyping solutions.
- Understanding of workloads used for performance optimization.
- Experience with Unix, scripting, and source control systems (e.g., Git, Subversion).
- Experience with pre-silicon platforms such as Models, RTL simulation, emulation or FPGA.
- Data analysis and visualization, for example, Jupyter Notebooks.
- Experience with Linux or Android-based development platforms.
- Experience with any Graphics APIs and or Compute APIs (OpenGL, Vulkan, etc.).
- Experience in Real-Time software development and testing.
- Experience in ML frameworks and optimizations.
At Arm, you will enjoy working in a highly stimulating collaborative environment. Our team works closely with other software, hardware, and system teams across the company.
You will be working at the forefront of automotive compute technologies and contributing to the future of the Automotive Industry.
You will get to interact with Arm's Automotive ecosystem of developers and engineers and have a chance to share ideas with and learn new skills from the best engineers in the world.
