QA Engineer Python, Automation, AI, ML
Hạn nộp hồ sơ: 13/11/2026 (Còn 8 ngày)
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Mô tả công việc
Tóm tắt công việc
We are looking for a driven Senior AI/CV QA Automation Engineer to take ownership of our automated evaluation and testing framework for our core Video Analytics Engine. In this role, you will design automated evaluation infrastructure, benchmark Computer Vision model performance, and optimize end-to-end testing execution time down to 3-4 minutes per cycle. You will collaborate closely with R&D, Platform, and System Architecture teams to ensure high stability and continuous release quality.
Key Responsibilities
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.
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 | [protected info] & 13:00-17.30
We are looking for a driven Senior AI/CV QA Automation Engineer to take ownership of our automated evaluation and testing framework for our core Video Analytics Engine. In this role, you will design automated evaluation infrastructure, benchmark Computer Vision model performance, and optimize end-to-end testing execution time down to 3-4 minutes per cycle. You will collaborate closely with R&D, Platform, and System Architecture teams to ensure high stability and continuous release quality.
Key Responsibilities
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.
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 | [protected info] & 13:00-17.30
Yêu cầu
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.
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.
Thông tin khác
Machine Learning
Python
Tester
C++
Linux
C
Shell Script
Embedded
Jenkins
Docker
Video streaming
Bash
GitlabCI
GStreamer
Computer Vision
MLOps
CI/CD
GitHub Actions
Python
Tester
C++
Linux
C
Shell Script
Embedded
Jenkins
Docker
Video streaming
Bash
GitlabCI
GStreamer
Computer Vision
MLOps
CI/CD
GitHub Actions
Thông tin chung
- Thu nhập: Thỏa Thuận
Nơi làm việc
- The Hallmark Building L07.01, Floor 7, Tower A 15 Tran Bach Dang Street, An Khanh Ward, Thu Duc City, Ho Chi Minh City, Vietnam, An Khanh, Ho Chi Minh
Việc làm tương tự khác
CÔNG TY CỔ PHẦN ĐẦU TƯ FINPROS
Hà Nội, Hồ Chí Minh
3-5 triệu VND
Công ty Tài chính TNHH Một thành viên Shinhan Việt Nam
Hồ Chí Minh
Thương lượng
CÔNG TY TNHH GIẢI PHÁP PHẦN MỀM TƯỜNG MINH - TMA SOLUTIONS
Hồ Chí Minh
Thỏa thuận
Công ty Giải pháp Công nghệ Sài Gòn - Saigon Technology Solutions
Hồ Chí Minh
Thỏa thuận
Công ty Cổ phần Chứng Khoán Rồng Việt
Hồ Chí Minh
15 - 25 triệu VNĐ
Motorola Solutions
Xem trang công ty- Địa chỉ công ty: 88A-88B, Trần Huy Liệu, Phường 15, Quận Phú Nhuận, Thành phố Hồ Chí Minh
- Quy mô: Từ 101 - 500 nhân viên
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