← Motorola Solutions
QA Automation Engineer MLOps/ AI
Motorola Solutions · Hồ Chí Minh
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Loại hình
Toàn thời gian
Hình thức
Tại văn phòng
Cấp bậc
Nhân viên
Ngành nghề
Kỹ thuật / Cơ khí
Mức lương
Thương lượng
Địa điểm
Thành phố Thủ Đức, Hồ Chí Minh, Hồ Chí Minh
Tổng quan
- Infrastructure & Optimization: Build, maintain, and optimize automated evaluation pipelines for AI/CV models and core video analytics libraries to achieve rapid, end-to-end test execution times (target: 3–4 minutes).
- Automation & CI/CD Integration: Develop Python automation test suites and integrate evaluation workflows directly into CI/CD pipelines for automated testing on Pull Requests (PRs).
- Metrics & Analytics: Measure and report model accuracy metrics (mAP, Precision, Recall, IoU) and system performance metrics (FPS, Latency, CPU/GPU/Memory utilization).
- Dataset Management: Manage, curate, and maintain golden datasets and annotation standards for regression, performance, and stress testing.
- Cross-functional Collaboration: Work with Core C++ and Architecture teams to identify pipeline bottlenecks, isolate root causes, and drive continuous release pipeline improvements.
- Your Skills and Experience
- Bachelor Degree in Software Engineering, Computer Science, or any relevant field
- 3+ years of experience in QA Automation, MLOps, Software Engineer in Test (SET), or AI/CV Evaluation.
- Strong proficiency in Python for test framework development and data processing.
- Hands-on experience with Docker containerization and CI/CD tools (Jenkins, GitLab CI, GitHub Actions).
- Solid understanding of Machine Learning and Computer Vision evaluation metrics.
- Proficient in Linux environments and Bash/Shell scripting.
- Strong problem-solving skills with a focus on performance and execution speed.
- Nice to Have
- Ability to read and understand basic C/C++ code.
- Familiarity with video streaming concepts and processing frameworks (e.g., GStreamer).
- Prior experience with Edge AI, Smart Cameras, or Embedded Vision systems.
- Why You'll Love Working Here
- Compensation & bonus: 13th & 14th salary, AIP bonus, Holidays, Tet, and Long year service …
- Social insurance, Health insurance, Unemployment insurance: by Social Insurance and Labor Law
- The regime of annual leave, company trip, and checkup examination
- Award for marriage, newborn
- We have AON insurance package for employee, spouse, and children every year
- You will be trained, learned & work with the best technical managers who help you improve various dev skills & career path
- You’ll love working in our dynamic environment employees, young & active
- We love sport activities, as marathon, football, swimming,...
- Working time: From Monday to Friday | 08:30-12:00 & 13:00-17.30
Quyền lợi
Chế độ thưởng
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