QA Automation Engineer (MLOps)
Motorola Solutions6 days ago
Ho Chi Minh City, VietnamMid Level
H1B Sponsor
Responsibilities
- Build, maintain, and optimize automated evaluation pipelines for AI/CV models and core video analytics libraries.
- Develop Python automation test suites and integrate evaluation workflows into CI/CD pipelines for pull-request testing.
- Measure and report model accuracy metrics including mAP, Precision, Recall, and IoU.
- Measure system performance metrics including FPS, latency, and CPU, GPU, and memory utilization.
- Manage and curate golden datasets and annotation standards for regression, performance, and stress testing.
- Collaborate with R&D, Platform, System Architecture, and Core C++ teams to identify bottlenecks, isolate root causes, and improve release pipelines.
Requirements
- Bachelor’s or master’s degree in software engineering, computer science, machine learning, or a relevant field.
- At least 3 years of experience in QA automation, MLOps, software engineering in test, or AI/CV evaluation.
- Strong proficiency in Python for test framework development and data processing.
- Hands-on experience with Docker and CI/CD tools including Jenkins, GitLab CI, or GitHub Actions.
- Understanding of machine learning and computer vision evaluation metrics.
- Proficiency in Linux environments and Bash or shell scripting.
- Ability to focus on problem solving, performance, and execution speed.
- Ability to read and understand basic C or C++ code is preferred.
- Familiarity with video streaming concepts and frameworks such as GStreamer is preferred.
- Experience with Edge AI, smart cameras, or embedded vision systems is preferred.
Benefits
- No travel is required.
- Relocation is not provided.
About Motorola Solutions
About Motorola Solutions | Solving for safer Safety and security are at the heart of everything we do at Motorola Solutions. We build and connect technologies to help protect people, property and places. Our solutions foster the collaboration that’s critical for safer communities, safer schools, safer hospitals, safer businesses, and ultimately, safer nations. Learn more about our commitment to innovating for a safer future for us all at www.motorolasolutions.com.