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Mlops Engineer

2 weeks ago

Hà Nội, Vietnam AvePoint Full time

Location:

- Hanoi, Hanoi, Vietnam
- Department:

- Technology
- Posted Date:

- 5/27/2025

**Overview**

A **MLOps Engineer** is a professional who has several years of experience in MLOps and is expected to lead or independently manage large-scale projects related to ML model deployment, monitoring, and optimization. They also have a deeper understanding of systems architecture and can mentor junior team members.

**Responsibilities**
- Lead and design the architecture for deploying and maintaining ML models in production.
- Implement robust, scalable, and secure ML pipelines and workflows.
- Work closely with development teams to deploy and integrate models.
- Ensure the system is optimized for high availability, reliability, and performance.
- Automate end-to-end model deployment processes and CI/CD pipelines.
- Implement monitoring and alerting for production models, ensuring uptime and performance.
- Conduct performance tuning and model updates based on real-time data and feedback.
- Manage infrastructure on cloud services and container orchestration systems like Kubernetes.
- Mentor junior MLOps engineers and interns, providing technical guidance and reviews.

**Required Skills and Qualifications**
- Proficiency in English, with exceptional listening, speaking, reading skills
- Deep knowledge of MLOps lifecycle and operational challenges.
- Strong proficiency in programming (Python, Shell scripting).
- Expertise in cloud platforms, containerization, and orchestration (Kubernetes).
- Experience with cloud platforms like **Azure, AWS**, or **Google Cloud**, especially their AI/ML offerings.
- Experience in setting up and managing ML pipelines using tools like Kubeflow, MLflow, or Airflow.
- Strong troubleshooting and performance optimization skills.
- Experience with versioning, testing, and deployment strategies in ML workflows.
- Familiarity with security and compliance best practices in ML deployment.
- Excellent problem-solving, mentoring, and communication skills.

Why AvePoint?

We are invested in the success of our colleagues, partners, customers, and community. We do this by promoting global collaboration and taking pride in helping, sharing, mentoring, and coaching each other.
- Life at AvePoint