AI Software Engineer (NPU)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI Software Engineer (NPU): Developing and optimizing model-zoo infrastructure for next-generation computer vision, generative AI, and LLM workloads with an accent on compilation, inference, and performance workflows for AI accelerators. Focus on building end-to-end demos, benchmarking pipelines, and improving model accuracy across diverse NPU platforms.
Location: Guadalajara, Mexico (Onsite)
Company
is a global leader in secure connectivity solutions for embedded applications, fostering an innovation-driven culture for engineers.
What you will do
- Scale and maintain CNN-based model zoos by adding new variants and improving accuracy.
- Develop and integrate LLM/VLM pipelines using Hugging Face APIs in Python and C++.
- Optimize model performance through pruning, quantization, and tuning using NXP tools.
- Build end-to-end inference pipelines and high-quality demos for NPU accelerators.
- Automate model testing, validation, and CI/CD workflows using Jenkins.
- Measure and profile AI workload metrics including latency, throughput, and power consumption.
Requirements
- Bachelor’s degree in Electronics, Computer, Systems, or Robotics Engineering.
- 3+ years of experience in Machine Learning or related fields.
- Strong proficiency in Python and C/C++.
- Solid understanding of deep learning architectures (CV, NLP, or generative models).
- Experience with Linux environments, build systems, and GitHub.
- Fluency in English (written and spoken).
Nice to have
- Experience with NPU architectures and compiler toolchains.
- Familiarity with frameworks like TensorFlow, PyTorch, Caffe, and ONNX.
- Knowledge of driver-level basics and hardware performance profiling.
Culture & Benefits
- Hands-on experience with proprietary AI accelerator hardware and SDKs.
- Exposure to end-to-end AI deployment pipelines and benchmarking methodologies.
- Collaborative and innovation-focused work environment.
- Opportunities for technical growth and deep-dive into cutting-edge AI domains.
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