Job Listings

Job Summary

We 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.

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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.

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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...

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NXP Semiconductors N.V. (NASDAQ: NXPI) enables a smarter, safer, and more sustainable world through innovation. As the world leader in secure connectivity solutions for embedded applications, NXP is pushing boundaries in the automotive, industrial & IoT, mobile, and communication infrastructure markets. For more information, visit www.nxp.com

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We believe that a key component to growing our business is to develop our people. To enable you to grow your career at NXP, we offer online and offline learning opportunities to help you develop some of your core and professional skills.

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Thank you for your interest in supporting our recruitment efforts. Please note that NXP operates under a strict Preferred Supplier List (PSL) for all recruitment activities.

Any candidate profiles or resume submitted without a prior written agreement or explicit request from our Talent Acquisition team will be considered unsolicited.

Such submissions will be deemed free of any obligations, and no fees will be paid by NXP or any of its affiliates, subsidiaries, or divisions - regardless of whether the candidate is hired, either coincidentally or otherwise.

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