About the role
VN Technology Analysis Platform MLOps
> CADDi · Ho Chi Minh City, Vietnam (Hybrid) · Full-time · Posted 2026-01-29
Workplace: hybrid
Department: VN Technology
Description
Recruitment Background & Expected Role
CADDi is on a mission to "Unleash the potential of manufacturing."
We operate "CADDi DRAWER," a cloud-based system that supports digital transformation centered on the use of drawings, which are the most essential data in the manufacturing industry.
One of the issues we are currently facing in the development of this rapidly growing product is developer productivity. The inefficiencies in the development environment have become more noticeable, and they are becoming a hindrance to the development of features and a degradation of the developer experience. As an activity to resolve these issues, the need for Platform Engineering is increasing.
There are various interpretations and approaches to Platform Engineering in the world, but here, we will be working on providing tools and infrastructure to increase the development velocity by “separating concerns.”
Examples of anticipated tasks (not limited to)
Among these, in this post, you will be working on the following tasks
- Build API and batch execution environments for running machine learning model inference, as well as deployment environments using CI/CD.
- Implement monitoring, performance tuning, and other improvements to enhance site reliability in production environments.
- Optimize the cost of inference and training platforms.
- Create the deployment and operation processes based on input from the modeling and platform teams.
- Actively experiment with new ML, MLOps, and infrastructure tools, quickly validating ideas through proof-of-concepts and applying what works to real company products.
