10 дней назад
ML/AI Compiler Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
ML/AI Compiler Engineer (C++/LLVM/MLIR): Designing and implementing compiler technologies that optimize machine-learning models for embedded ARM and RISC-V hardware with an accent on graph compilation, model lowering, and end-to-end inference performance. Focus on building compiler passes, improving code generation through profiling and simulation, and solving optimization challenges across automotive system-on-chip architectures.
Location: Bucharest, Romania; flexible work hours and a work-from-home policy are available.
Company
develops secure connectivity, embedded processing, and semiconductor solutions for automotive and other smart connected applications.
What you will do
- Design and implement ML/AI compiler technologies for optimizing models on embedded hardware.
- Develop compiler features for ARM- and RISC-V-based CPU cores using C++ and LLVM.
- Build graph compiler and MLIR capabilities for model lowering, optimization, and execution.
- Optimize inference performance across semiconductor platforms through fusion, tiling, scheduling, and code generation.
- Collaborate with hardware architects, ML researchers, architecture teams, and internal compiler-tool users.
- Analyze generated code with simulators, profilers, and other tools to improve compiler quality.
Requirements
- University degree in Computer Science or Computer Engineering, with exposure to machine learning, Edge AI, and embedded systems.
- 5+ years of professional experience with compiler technologies, including LLVM/MLIR, LLVM IR, Clang, optimization pipelines, code generation, and linkers.
- Experience with ML frameworks and software stacks such as PyTorch, TensorFlow, ONNX, MLIR, XLA, TVM, or TensorRT.
- Production-quality Python and C++ programming skills.
- Experience optimizing graph compiler passes and lowering PyTorch or TensorFlow models into efficient intermediate representations.
- Knowledge of embedded systems, computer architecture, caches, pipelines, and instruction set architectures.
Nice to have
- Experience contributing to the open-source community.
- Strong communication skills and experience working with remote teams in a worldwide virtual environment.
Culture & Benefits
- Permanent full-time contract with a bonus plan.
- Lunch vouchers, 25 vacation days, and the option to purchase company shares at a 15% discount.
- Flexible working hours and a work-from-home policy.
- Online and offline learning opportunities for professional development.
- On-site cafeteria, restaurant, relaxation areas, social activities, and employee community events.
Hiring process
- CV screening followed by an initial phone or video conversation with a Talent Acquisition Consultant.
- Several business interviews follow the initial conversation.
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