AI Frameworks Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI Frameworks Engineer (C++/MLIR): Developing a high-performance deep learning compiler for NPUs with an accent on compiler optimization algorithms and hardware acceleration. Focus on building MLIR-based compiler technology, optimizing execution middleware via OpenVINO, and ensuring high-quality production software for AI workloads.
Location: Hybrid (Leixlip, Ireland)
Company
is a global leader in developing hardware accelerators and software stacks to enable machine ligence on billions of edge, desktop, and mobile computers.
What you will do
- Develop MLIR-based compiler technology for deep learning workloads on NPUs.
- Build AI execution middleware based on the OpenVINO toolkit.
- Analyze deep learning networks and develop complex compiler optimization algorithms.
- Develop large-scale production software with a focus on validation and continuous integration.
- Collaborate with hardware architecture and software framework teams across different geographies to accelerate next-gen AI software.
Requirements
- BS/MS in Computer Science or a similar field.
- 4+ years of experience in C++ programming, software design, debugging, and performance analysis.
- Strong proficiency in data structures, algorithms, and modern C++.
- Experience in compiler technologies, deep-learning frameworks, high-performance computing, or computer vision.
- Must be based in or able to work from Leixlip, Ireland (Hybrid model).
Nice to have
- Experience developing modern compilers, specifically with LLVM and MLIR.
- Experience formulating optimization problems and using ILP solvers like ORTOOLs, CPLEX, or SCIP.
- Background in AI hardware accelerators, GPUs, or heterogeneous architectures.
- Proficiency in Python and the modern AI ecosystem (PyTorch, HuggingFace, llama.cpp).
- Understanding of modern machine-learning primitives and Large Language Models (LLMs).
Culture & Benefits
- Hybrid work model allowing employees to split time between the site and off-site work.
- Immersion in a diverse and encouraging environment focused on innovation.
- Opportunity to work with state-of-the-art deep neural networks and advanced AI hardware accelerators.
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