6 дней назад
AI Frameworks Engineer
215 740 - 388 330PLN
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Frameworks Engineer (LLM Inference/GPU Kernels): Developing and optimizing open-source AI frameworks for large language model inference on Intel GPUs with an accent on PyTorch, vLLM, GPU kernels, and distributed execution. Focus on profiling hardware-level bottlenecks, tuning transformer operations, optimizing computational graphs, and maintaining correctness and performance coverage across hardware backends.
Location: Gdansk, Poland. Hybrid work model with time split between the assigned Intel site and off-site work.
Annual salary: 215,740–388,330 PLN.
Company
Develops data-center technologies and open software infrastructure for high-performance artificial intelligence workloads.
What you will do
- Design, develop, and optimize AI framework software for LLM inference on Intel GPUs.
- Contribute upstream to open-source frameworks including vLLM and PyTorch.
- Develop and tune compute kernels for attention, mixture-of-experts, quantization, normalization, and other transformer operations using technologies such as Triton and SYCL.
- Implement distributed execution paths covering tensor, pipeline, and data parallelism, collective communication, and asynchronous data movement.
- Profile workloads, identify hardware-level performance bottlenecks, and optimize implementations for different memory hierarchies, instruction sets, and execution models.
- Build unit tests, correctness checks, and performance regression coverage while collaborating with framework, compiler, machine learning, and open-source communities.
Requirements
- Bachelor's degree in AI, Computer Science, Computer Engineering, Mathematics, Physics, or a related field.
- At least 2–3 years of relevant experience with a bachelor's degree or 1+ year with a master's degree.
- Advanced Python programming skills and demonstrated proficiency with PyTorch internals or extension mechanisms.
- Hands-on experience with AI inference and large language models, plus a solid foundation in AI frameworks, machine learning algorithms, and software engineering.
- Strong debugging, problem-solving, and optimized software or algorithm design skills, with proficiency in Linux environments.
- Ability to work in the hybrid Poland-based setup.
Nice to have
- Experience writing or optimizing GPU kernels with Triton, CUDA, SYCL, OpenCL, or similar technologies.
- Experience profiling and optimizing AI workloads using hardware-level performance data.
- Knowledge of parallel and distributed computing, collective communication libraries, vLLM, or other LLM inference serving frameworks.
- Accepted contributions to major open-source AI projects.
- Understanding of numerical precision and FP8, INT8, and INT4 quantization formats.
Culture & Benefits
- Flexible working hours and a safe work environment at home or on company premises.
- Technical and soft-skills training, innovation projects, and rotational programs.
- Stock program, annual and quarterly bonuses, and an employee pension plan.
- Medical and life insurance, restaurant and multisport cards, employee discounts, recognition programs, and community events.
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