QA Automation Engineer (MLOps)

Posted 7 Days Ago
Be an Early Applicant
Hồ Chí Minh, VNM
In-Office
Mid level
Hardware • Security • Software • Cybersecurity
The Role
Design and optimize automated evaluation infrastructure for AI and computer vision models. Develop Python test suites, integrate workflows into CI/CD pipelines, measure model and system performance metrics, manage golden datasets and annotations, and collaborate with C++ and architecture teams to improve stability, identify bottlenecks, and accelerate testing cycles.
Summary Generated by Built In
Company Overview

At Motorola Solutions, we believe that everything starts with our people. We’re a global close-knit community, united by the relentless pursuit to help keep people safer everywhere. 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. Connect with a career that matters, and help us build a safer future.


Department Overview
Avigilon
Job Description

We are looking for a driven 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.


Basic Requirements
  • Bachelor/Master Degree in Software Engineer, Computer Science, Machine Learning 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.


Travel Requirements
None
Relocation Provided
None
Position Type
Experienced

Referral Payment PlanNo

EEO Statement

Motorola Solutions is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion or belief, sex, sexual orientation, gender identity, national origin, disability, veteran status or any other legally-protected characteristic. 

We are proud of our people-first and community-focused culture, empowering every Motorolan to be their most authentic self and to do their best work to deliver on the promise of a safer world. If you’d like to join our team but feel that you don’t quite meet all of the preferred skills, we’d still love to hear why you think you’d be a great addition to our team.

Skills Required

  • Bachelor's or master's degree in Software Engineering, Computer Science, Machine Learning, or a related field
  • 3 or more years of experience in QA automation, MLOps, Software Engineer in Test, or AI/computer vision evaluation
  • Strong proficiency in Python for test framework development and data processing
  • Hands-on experience with Docker containerization and CI/CD tools such as Jenkins, GitLab CI, or GitHub Actions
  • Understanding of machine learning and computer vision evaluation metrics
  • Proficiency in Linux environments and Bash or shell scripting
  • Strong problem-solving skills focused on performance and execution speed
  • Ability to read and understand basic C or C++ code
  • Familiarity with video streaming concepts and processing frameworks such as GStreamer
  • Experience with Edge AI, smart cameras, or embedded vision systems

Motorola Solutions, Inc. Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Motorola Solutions, Inc. and has not been reviewed or approved by Motorola Solutions, Inc..

  • Healthcare Strength Healthcare coverage is effective from day one with multiple national carrier options and bundled prescription coverage. Offerings also include mental health benefits and Flexible Spending Accounts, with optional pet insurance.
  • Leave & Time Off Breadth Time off includes generous PTO with 9–10 paid holidays, and many salaried roles use a Flex Time Off or unlimited PTO approach. Paid parental and family leave plus adoption assistance expand support.
  • Retirement Support Retirement benefits feature a 401(k) with company match and immediate vesting. Additional financial programs like an employee stock purchase plan, performance bonuses, and company equity bolster long-term value.

Motorola Solutions, Inc. Insights

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The Company
HQ: Chicago, IL
21,000 Employees

What We Do

Motorola Solutions is a global technology company that provides mission-critical communications, video security, and command center software to help protect people, property, and places for public safety agencies and enterprises.

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