Machine Learning Engineer
4 days ago
Location
: Hanoi, VietNam
Project Type
: AI Engineering (Model Integration and Deployment)
Language Requirement
: Fluent English (spoken and written)
About the Role
We are seeking a
software-minded ML Engineer
to join our team of AI Engineers (AIEs) who are responsible for deploying, integrating, and wrapping ML models as scalable, production-ready solutions —
without developing or training models
.
The ideal candidate is a strong Python developer who treats ML models as black-box services, with a solid grasp of data workflows and a professional software engineering mindset.
Key Responsibilities
- Wrap, deploy, and manage pre-built ML models using
Python
and
Kubeflow
. - Build data preprocessing and postprocessing pipelines to support ML inference.
- Collaborate with Data Scientists, ML Ops, and Platform Engineers to ensure smooth integration and scalable solutions.
- Write
clean, maintainable, and scalable code
adhering to software engineering best practices. - Think through edge cases, ensure robustness, and deliver sustainable solutions — not quick fixes.
- Document processes and contribute to reusability and generalization of AI components.
Required Skills & Qualifications
- Strong software engineering experience
. - Proficiency in
Python
and common development practices (e.g., Clean Code, version control, unit testing). - Good understanding of
ML/AI workflows
and data lifecycle, especially around
data preparation, preprocessing, and delivery
. - Familiarity with containerization tools such as
Docker
. - Fluent English communication skills (written and verbal) —
must
.
Nice to Have (Learnable on the Job)
- Experience with
Kubeflow on Kubernetes
for model orchestration. - Understanding of
CI/CD pipelines
(e.g., GitHub Actions). - Exposure to
AWS cloud services
for deployment or data handling.
This Role is NOT About
- Designing or training ML models.
- Research-focused or academic data science work.
-
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