Model Deployment and Integration
Port, convert, and deploy machine learning models across various hardware targets, including Qualcomm SoCs, Intel CPUs, and NVIDIA GPUs.
Performance Optimization
Use hardware-specific toolkits to optimize model throughput without sacrificing accuracy.
Evaluation & Benchmarking
Conduct rigorous testing and evaluation of models on target hardware to ensure performance metrics meet expectations.
Automation
Build and maintain automation scripts and CI/CD pipelines using Python to streamline the model testing and deployment life cycle.
Education
Bachelor's or master's degree in Computer Science, Electrotonic Engineering, or related technical field.
Qualifications
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.
Bonus
Understanding Deep Learning fundamentals (CNNs, Transformers, Object Detection).
Experience with model conversion and quantization (i.e. PTQ, QAT).
Incentive Compensation
In addition to base pay, Zebra offers this role the opportunity to earn a performance-based annual cash incentive, at a target equal to 12% of base pay, in accordance with the terms of the applicable incentive plan.
Job Posting Statement
To protect candidates from falling victim to online fraudulent activity involving fake job postings and employment offers, please be aware our recruiters will always connect with you via @zebra.com email accounts. Applications are only accepted through our applicant tracking system and only accept personal identifying information through that system. Our Talent Acquisition team will not ask for you to provide personal identifying information via e-mail or outside of the system. If you are a victim of identity theft contact your local police department.
AI Technology Statement
Zebra Technologies leverages AI technology to evaluate job applications using objective, job-relevant criteria. This approach enhances efficiency and promotes fairness in the hiring process. However, every decision regarding interviews and hiring is made by our dedicated team, because we believe people make the best decisions about people. For more on how we use technology in hiring and how we process applicant data, see our Zebra Privacy Policy.
