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About the Role

Bridge the gap between high-level machine learning research and high-performance production environments by building robust SDKs, automating deployment pipelines, and ensuring efficient model execution across diverse hardware.

Responsibilities

• Design, develop, and maintain high-performance software development kits (SDKs) to expose computer vision capabilities.
• Port, convert, and deploy machine learning models across various hardware targets, including Qualcomm SoCs, Intel CPUs, and NVIDIA GPUs.
• Optimize model throughput using hardware-specific toolkits without sacrificing accuracy.
• Conduct rigorous testing and evaluation of models on target hardware to ensure performance metrics meet expectations.
• Build and maintain automation scripts and CI/CD pipelines using Python to streamline the model testing and deployment life cycle.

Requirements

• Deep understanding of C++14/17/20, including STL, memory management, and multi-threading.
• Strong ability to write clean, maintainable Python for automation and data processing.
• Hands-on experience with at least one of the following frameworks: SNPE/QNN (Qualcomm), OpenVino (Intel), TensorRT (Nvidia), TensorFlow Lite.
• Familiarity with Docker for creating consistent development and deployment environments.
• Understanding Deep Learning fundamentals (CNNs, Transformers, Object Detection).
• Experience with model conversion and quantization (i.e. PTQ, QAT).

Skills

• C++
• Python
• Docker
• SNPE/QNN
• OpenVino
• TensorRT
• TensorFlow Lite
• Deep Learning
• Model Conversion
• Quantization

Education Level

• Bachelor's or master's degree in Computer Science, Electronic Engineering, or related technical field.

Salary/Compensations

• Performance-based annual cash incentive, at a target equal to 12% of base pay.

About the Company

• Zebra is a community of innovators who create new ways of working, developing smart solutions that anticipate customer and partner needs.
• We foster a culture of caring and curiosity, where diverse perspectives collaborate to deliver on our purpose.
• Join Zebra Nation to be seen, heard, valued, and respected, and to push boundaries in a forward-thinking environment.

Equal Opportunity

• Zebra Technologies leverages AI technology to evaluate job applications using objective, job-relevant criteria to enhance efficiency and promote fairness.
• Every decision regarding interviews and hiring is made by our dedicated team.