AI/ML Ops Engineer

We are looking for a skilled AI/ML Ops Engineer to join our dynamic team. Candidates to join Money Forward Vietnam will participate in a joyful, high competence and English speaking team to enhance quality for the company's products which are serving millions of people. You will work closely with data scientists, software engineers, and IT operations to facilitate the seamless deployment of ML models.

Responsibilities

1. Develop and implement CI/CD pipelines for ML models.
2. Automate the deployment and monitoring of ML models.
3. Collaborate with data scientists to ensure models are production-ready.
4. Monitor and troubleshoot model performance and system issues.
5. Ensure security and scalability of ML systems.
6. Maintain accurate documentation of processes and systems.
7. Continuously improve ML infrastructure and workflows

Educational background

• Graduated from a top level university/college in Vietnam
• Majored in mathematics, Computer Science or related to it

Technical skill

AI software development

• Experienced developing AI algorithm or understand how it works from scratch
• Developed an Application Programming Interface as an internet service
• Operated and manipulated an API service by using an appropriate software
• Measured performance by using metrics software (MLFlow)
• Controlled and tuned accuracy through operating data

AI/ML Ops

• Machine Learning
• CI/CD
• Cloud Platforms (AWS, Azure, GCP)
• Python
• Docker
• Kubernetes
• Terraform
• Scalability
• Monitoring Tools (Prometheus, Grafana)
• Version Control (Git)

Tools

• Configuration management: Terraform
• CI/CD: GitHub Actions
• Monitoring and logging: Datadog, Cloud Monitoring, CloudWatch
• Project management: JIRA Cloud, Miro,...
• Documentation: Kibela, Google Workspace

Cloud architecture

• Experienced developing a system by using some cloud services on AWS, GCP or Azure(AWS is preferable)
• Understood cloud service components from architectural perspective(To know what can do, how it works and what should be paid attention)
• Designed and integrated a system with appropriate security

Communication skill

• Openmind
• Has a capability to understand what is asked and why it is asked
• A certain level of English (IELTS 7, TOEIC 800 or equivalent)