ML Systems Performance Engineer
cerebras · Bengaluru
Job description
About the role
Engineers on the inference performance team operate at the intersection of hardware and software, driving end-to-end model inference speed and throughput. Their work spans low-level kernel performance debugging and optimization, system-level performance analysis, performance modeling and estimation, and the development of tooling for performance projection and diagnostics.
Key responsibilities
- Build performance models (kernel-level, end-to-end) to estimate the performance of state‑of‑the‑art and customer ML models.
- Optimize and debug kernel micro‑code and compiler algorithms to elevate ML model inference speed, throughput and compute utilization on the Cerebras Wafer Scale Engine.
- Debug and understand runtime performance on the system and cluster.
- Develop tools and infrastructure to visualize performance data collected from the Wafer Scale Engine and the compute cluster.
Required profile
- Bachelors / Masters / PhD in Electrical Engineering or Computer Science.
- Strong background in computer architecture.
- Exposure to and understanding of low‑level deep learning / LLM math.
- Strong analytical and problem‑solving mindset.
- 3+ years of experience in a relevant domain (Computer Architecture, CPU/GPU Performance, Kernel Optimization, HPC).
- Experience working on CPU/GPU simulators.
- Exposure to performance profiling and debug on any system pipeline.
- Comfort with C++ and Python.
Required skills
- C++
- Python
What we offer
- Build a breakthrough AI platform beyond the constraints of the GPU.
- Publish and open source cutting‑edge AI research.
- Work on one of the fastest AI supercomputers in the world.
- Enjoy job stability with startup vitality.
- Simple, non‑corporate work culture that respects individual beliefs.
Questions fréquentes
Why are you reporting this job?
Explore further
Salaries, guides and searches in India.
Salaries by job title
Apply in 30 seconds
Enter your email to apply. An account will be created automatically.
By continuing, you accept our terms of use.
Already have an account? Login
Published 4 hours ago
Expires 1 month from now
4 views · 0 interested
Boost your chances
Upload your CV — we will match you with relevant openings.
Analyzing your CV...
cerebras
Bengaluru