AI Engineer
6 dni temu
Our Compiler R&D team is developing a next-generation machine learning compiler that integrates the latest in code-generating LLMs into our compilation flow.
We're looking for an AI engineer with experience in code-generating LLMs, and a strong background in building and evaluating AI agents.
This job is based in Poland. Remote work will be considered for exceptional candidates.
About usWe are a venture-backed AI lab building tools to automate algorithm discovery and GPU performance engineering. There are two core components:
- MakoGenerate writes GPU kernels in CUDA, HIP, and Triton using LLMs
- MakoOptimize automatically selects and swaps GPU kernels in combination with tuning inference engine (vLLM, SGlang, etc..) hyperparameters to optimize performance
Responsibilities
- Create an LLM-based AI agent using proprietary frontier models, open-source models, fine-tuning, prompt engineering, RAG, or any other combination of technologies you can think of
- Explore and analyze the performance of various LLMs in terms of tool use and code generation
- Develop tools and APIs for LLMs to use in the process of generating and augmenting GPU kernels
- Implement programming solutions in C/C++ and Python.
Qualifications
- Strong programming skills in C/C++ and Python
- Experience developing AI agents that leverage LLMs and external tools
- General experience with the training, fine-tuning, and deployment of LLMs
Bonus Points
- Proven experience with kernel optimizations on CUDA, ROCm, or other accelerators
- Deep understanding and experience in GPU performance optimizations
Our Benefits
- Competitive salary and equity package
- Comprehensive health insurance coverage for you and your family
- Remote work option for exceptional candidates
- Generous vacation and paid time off policy
- Modern and comfortable work environment with state-of-the-art equipment and facilities
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