7 дней назад
AI Frameworks Software Engineer (Model Compression)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Frameworks Software Engineer (Model Compression): Developing Intel Neural Compressor and core model-compression tools for Intel AI platforms with an accent on quantization, pruning, sparsity, and low-precision training. Focus on implementing compression techniques for LLMs, VLMs, and generative models while optimizing inference and fine-tuning acceleration.
Location: On-site in Shanghai, China
Company
develops AI framework technologies and model-compression tools for deployment on CPUs, GPUs, and AI accelerators.
What you will do
- Develop Intel Neural Compressor and its core algorithm tools, including AutoRound.
- Optimize model-compression technologies for Intel CPUs, GPUs, and AI accelerators.
- Research and implement quantization and compression techniques for large language, vision-language, and generative models.
- Work with text-to-image, text-to-video, and world-model applications.
- Explore efficient model deployment, inference acceleration, and fine-tuning acceleration.
- Contribute to algorithm research, product feature development, performance optimization, and open-source projects.
Requirements
- Bachelor’s or master’s degree in Computer Science or a related field.
- Solid understanding of deep learning, deep learning frameworks, and large language model fundamentals.
- Familiarity with model-compression techniques, including quantization and pruning.
- Proficiency in Python, C++, or other programming languages commonly used in deep learning development.
- Good verbal and written English communication skills required.
- Strong teamwork and collaboration skills.
Nice to have
- Experience with model fine-tuning, inference optimization, or related tool development.
- Strong self-motivation, ownership, and problem-solving skills.
- Passion for technological innovation and practical engineering.
Culture & Benefits
- Full-time college graduate position.
- Shift 1 schedule in China.
- Commitment to continuous exploration and improvement.
- Equal employment consideration in accordance with local law.
- No recruitment, medical examination, or other hiring fees are charged to candidates.
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