Software Engineer - ModelzooCompany:** Kinara Inc. USA---Job SummaryWe are seeking a talented and innovative Software Engineer to join our Modelzoo team. In this role, you will be instrumental in the development, optimization, and deployment of machine learning models for Kinara's cutting-edge AI inference solutions. Your work will directly impact the performance and capabilities of our hardware and software products.---Job Responsibilities* Design, implement, and optimize machine learning models for various applications, focusing on efficiency and performance on Kinara's AI processors.* Develop and maintain the Modelzoo framework, including tools for model conversion, quantization, and deployment.* Collaborate with hardware and software teams to ensure seamless integration of models and achieve optimal end-to-end system performance.* Conduct performance profiling and analysis of models, identifying bottlenecks and implementing solutions for improvement.* Research and evaluate new machine learning algorithms and techniques to enhance model accuracy and efficiency.* Create and maintain comprehensive documentation for models, tools, and processes within the Modelzoo.* Participate in code reviews and contribute to the overall quality and maintainability of the codebase.* Stay up-to-date with the latest advancements in machine learning, deep learning, and AI hardware.---Job Qualifications* Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.* 2+ years of experience in software development, with a strong focus on machine learning or deep learning.* Proficiency in Python and experience with machine learning frameworks such as TensorFlow, PyTorch, or JAX.* Solid understanding of machine learning concepts, including model architectures (e.g., CNNs, Transformers), training methodologies, and evaluation metrics.* Experience with model optimization techniques such as quantization, pruning, and knowledge distillation.* Familiarity with embedded systems or AI accelerator architectures is a plus.* Strong problem-solving skills and the ability to debug complex issues.* Excellent communication and collaboration skills, with the ability to work effectively in a team environment.* Experience with version control systems (e.g., Git).More information about NXP in India...#LI-29f4