13 ago
|
Nxp Semiconductors
|
Guadalajara
13 ago
Nxp Semiconductors
Guadalajara
Job Title: Senior AI Software Engineer
Company: NXP Semiconductors México, S. de R.L. de C.V.
NXP offers an inclusive, collaborative, and innovation-driven work culture where engineers have the freedom to explore ideas, contribute to cutting-edge technologies, and grow their technical depth.
Job Summary
As part of ongoing enhancements to our Discrete NPU Model Zoo, we are looking for AI Engineers to contribute to the design, development, and optimization of model‑zoo infrastructure supporting next‑generation computer vision, generative AI, and LLM workloads.
You will work on developing compilation, inference, and performance workflows for AI accelerators, while helping build end‑to‑end demos and benchmarking pipelines.
CNN Model Zoo Responsibilities
- Collaborate on scaling up our CNN‑based model zoo.
- Add new models and their variants in both Python and C++.
- Improve accuracy across ~50 existing models.
- Re‑implement variant models in PyTorch for integration with the MCW tool.
- Use the MCW tool for optimization, pruning, and performance tuning.
- Automate model testing,
validation, and optimization flows where feasible.
- Develop gstreamer / NXP nnstreamer plugins and end‑to‑end inference pipelines.
- Build high‑quality demos showcasing model capabilities on NPU accelerators.
LLM/VLM Model Zoo Responsibilities
- Contribute to the development and expansion of the LLM model zoo.
- Use Hugging Face APIs to build required pipelines and workflows (Python and C++).
- Integrate and support multiple variants of LLMs and VLMs.
- Develop automated testing frameworks and Jenkins‑based CI pipelines.
- Execute benchmarking, performance profiling, and validation of LLM/VLM models.
- Build demos demonstrating large‑model capabilities on our NPU platforms.
Job Qualifications
- Bachelor’s degree in Electronics/Computer/Systems/Robotics Engineering or similar with 5+ years of experience in Machine Learning or related fields.
- Strong proficiency in Python (AI scripting &
📌 Senior Software Engineer (Guadalajara)
🏢 Nxp Semiconductors
📍 Guadalajara