4 дня назад
Senior Embedded ML Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Embedded ML Engineer (Embedded/AI): Developing and optimizing machine learning inference engines for microcontrollers with an accent on model performance and resource efficiency. Focus on deploying LLM, TensorFlow, and PyTorch models onto low-power, memory-constrained embedded devices.
Location: Beijing (Onsite)
Company
is a global leader in secure connectivity solutions for embedded applications.
What you will do
- Develop and optimize ML inference engines for microcontrollers.
- Train and fine-tune models using LLM, TensorFlow, and PyTorch for resource-constrained hardware.
- Experiment with performance optimization techniques for low-power and memory-limited devices.
- Collaborate with cross-functional teams to integrate ML solutions into embedded systems.
- Conduct research on emerging machine learning techniques for embedded applications.
- Stay current with industry advancements by analyzing technical research papers.
Requirements
- Master’s degree in Computer Science, Electrical Engineering, or a related field.
- Strong experience with LLM, TensorFlow, and PyTorch for model training and deployment.
- Proficiency in C, C++, and Python.
- Extensive experience in embedded software development and machine learning.
- English proficiency required for reading and understanding technical research papers.
- Strong problem-solving skills and collaborative mindset.
Nice to have
- Proven experience deploying ML models to embedded devices.
- Familiarity with embedded systems, microcontrollers, and RTOS.
- Deep understanding of software development life cycles and embedded best practices.
- Expertise in optimization techniques for low-power and low-latency models.
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