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What You'll Do
- Develop and optimize Embedded ML inference engines for microcontrollers.
- Train and fine-tune machine learning models using LLM, TensorFlow and/or PyTorch to be deployed on resource-constrained devices.
- Implement and experiment with techniques to improve model performance on low-power and memory-limited devices.
- Collaborate with cross-functional teams to integrate ML solutions into embedded systems.
- Conduct research on new machine learning techniques and tools specifically for Embedded ML applications.
- Optimize machine learning algorithms to meet the performance and resource constraints of embedded systems.
- Stay up-to-date with the latest advancements in Embedded ML by reading and interpreting technical articles and research papers.
- Requirements: Master’s degree in Computer Science, Electrical Engineering, or a related field.
- Strong experience with LLM, TensorFlow and/or PyTorch for model training and deployment.
- Proficiency in programming languages such as C, C++, and Python.
- Extensive experience in embedded software development and machine learning.
- Excellent programming skills in at least one of the following: C, C++, or Python.
- Proven ability to read and understand technical articles and research papers in English.
- Strong problem-solving skills and attention to detail.
- Good communication skills and the ability to work collaboratively in a team environment.
Nice to Have
- Proven experience with deploying machine learning models to embedded devices, specifically for Embedded ML applications.
- Familiarity with embedded systems, microcontrollers, and real-time operating systems (RTOS).
- Deep understanding of software development life cycle and best practices for embedded systems.
- Previous experience in a full-time role or significant project in a related field.
- Expertise in optimization techniques for low-power and low-latency machine learning models.
- More information about NXP in Greater China... #LI-d6f4
Sourced directly from NXP Semiconductors’s career page
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Specialisation
Open roles at NXP Semiconductors
646 positions
Job ID
/job/Beijing/Senior-Software-Engineer_R-10063692
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