Gpu Engineer

il y a 3 jours

Paris, France Kog AI Temps plein

**KOG**:
Kog is a real-time AI startup, created a little over a year ago, which aims to revolutionize how AI is used in digital experiences. The goal is to make AI faster, more efficient, and more intuitive.

We creatively optimize at a very low level with our own solutions and seek out new ideas that we implement ambitiously. **We do not copy what already exists**

We've built an inference engine that optimizes AI performance at the Assembly level by bypassing traditional abstraction layers, and we've made significant advancements in several areas:

- Inter-GPU communication
- Kernel fusion
- Grid synchronization
- Memory access optimization

The inference engine offers speed improvements 3 to 10 times greater compared to the best GPU alternatives, starting with AMD MI300X.

Kog is therefore based on two axes:

- Hardcore GPU Engineering
- Stream R&D: new model architectures for speed

Our final objective is to be 10x faster on GPUs and 10x faster on model architecture, thus 100x faster total.

**POSITION**:
We wish to strengthen our world-class team with technically brilliant individuals who want to take on this challenge. Your missions will include:

- Implementing cutting-edge AI models in low-level C++ code and Assembly on high-end AMD and NVIDIA GPUs
- Reverse-engineering subtle GPU features (such as memory page mappings, memory channels, hash functions, cache behaviors, credit assignment logic, etc.)
- Leveraging this knowledge to find and implement creative optimization ideas
- Optimizing the Kog inference engine to make AI inference incredibly fast (10x compared to vLLM, SGLang, or TensorRT-LLM—we are already at 3x)

**PROFILE**:

- World-class talents with 5+ years of experience
- Proficiency in CUDA or ROCm
- Start-up mindset
- Team player attitude
- PhD or Top Engineering Schools
- Someone who has side projects or shows great passion and interest

We meet one week per month in our Paris office, and the rest of the time, you can be in full-remote or go to the office if you prefer.

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