Software Engineer - Modelzoo

About the role

HOW TO APPLY: Apply through the official NXP application link provided. NXP Semiconductors is hiring a Software Engineer for its Modelzoo team in Hyderabad. The role focuses on developing, optimizing… Subscribe to Premium to view the full description and apply.

Responsibilities

• Design, implement, and optimize machine learning models for AI applications.
• Develop and maintain the Modelzoo framework and tools for model conversion, quantization, and deployment.
• Collaborate with hardware and software teams to integrate models and optimize end-to-end system performance.
• Profile and analyze model performance to identify bottlenecks and implement improvements.
• Research and evaluate machine learning and deep learning algorithms.
• Create and maintain documentation for models, tools, and processes.
• Participate in code reviews and improve code quality and maintainability.
• Stay updated with advancements in machine learning, deep learning, and AI hardware.

Requirements

• Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
• 2+ years of software development experience with a focus on machine learning or deep learning.
• Proficiency in Python.
• Experience with machine learning frameworks such as TensorFlow, PyTorch, or JAX.
• Strong understanding of machine learning concepts and model architectures such as CNNs and Transformers.
• Understanding of training methodologies and evaluation metrics.

Required Skills