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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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