2 часа назад
AI Systems Engineer (ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Systems Engineer (ML): Optimizing AI model execution and serving on Arago's custom optical-CMOS accelerator with an accent on kernel development, memory hierarchy, and distributed model parallelism. Focus on building high-performance inference systems, profiling compute-bound workloads, and co-designing software abstractions with hardware teams.
Location: On-site in Paris, France
is a deep-tech company re-engineering computing foundations by fusing optical and CMOS technologies to build high-performance AI processors.
What you will do
- Analyze and resolve kernel, runtime, and memory bottlenecks on custom hardware.
- Develop and optimize custom kernels and fused operators to maximize device utilization.
- Design efficient model mappings and communication strategies across multiple devices.
- Implement advanced inference-serving techniques like continuous batching and paged KV caches.
- Build profiling and benchmarking infrastructure for kernels and full-model workloads.
- Collaborate with hardware and compiler teams to co-design software abstractions.
Requirements
- Strong experience in high-performance ML inference, GPU/accelerator programming, or ML systems engineering.
- Deep understanding of computer architecture, memory hierarchies, and parallelism.
- Proficiency in developing custom kernels using CUDA, Triton, or ROCm/HIP.
- Hands-on experience with modern inference-serving systems like vLLM or TensorRT-LLM.
- Strong C++ and Python skills.
- English: Proficient level required.
Nice to have
- Experience with MLIR and MLIR dialects.
Culture & Benefits
- Competitive cash compensation and meaningful stock option plan.
- Comprehensive healthcare coverage including family-friendly options.
- Pension contributions and professional development support.
- 25 days of PTO plus public holidays.
- Opportunity to own a key technical domain in a high-velocity, deep-tech environment.
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