3 дня назад
AI Inference Software Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Inference Software Engineer (AI/Compilers): Bringing up open-source and proprietary ML models on Cerebras CSX systems with an accent on model translation, compiler optimization, runtime integration, and performance tuning. Focus on debugging correctness and performance across model code, compiler IRs, runtime behavior, and hardware utilization.
Location: Toronto Office, hybrid
Company
builds large-scale AI hardware and software systems designed to accelerate model training and inference.
What you will do
- Bring up open-source and proprietary ML models on CSX systems.
- Translate model architectures, lower computational graphs, optimize compilers, integrate runtimes, and tune performance.
- Debug performance, numerical correctness, runtime integration, and hardware utilization issues.
- Propose and prototype improvements to tools, APIs, and automation flows for faster model bringup.
Requirements
- Bachelor’s, Master’s, or PhD in Computer Science, Engineering, or a related field.
- Experience working across Python modeling code, compiler IRs, performance profiling, and the broader AI toolchain.
- Strong debugging skills in performance, numerical accuracy, and runtime integration.
- Experience with deep learning frameworks such as PyTorch or TensorFlow and knowledge of model internals including attention, MoE, or diffusion.
- Proficiency in C/C++ and low-level optimization.
- Compiler development experience, particularly with LLVM or MLIR, and a strong background in optimization techniques involving NP-hard problems.
Culture & Benefits
- Competitive salary and benefits package.
- Professional growth and career advancement opportunities.
- Work on AI hardware, AI supercomputers, and model releases.
- Opportunities to publish and open-source AI research.
- Non-corporate work culture with an emphasis on learning, growth, and inclusion.
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