← CÔNG TY CỔ PHẦN VINSMART FUTURE
MLOps/ DevOps Engineer
CÔNG TY CỔ PHẦN VINSMART FUTURE · Hồ Chí Minh
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Type
Full-time
Work mode
On-site
Level
Staff
Industry
Engineering / Mechanical
Salary
Thương lượng
Location
Hồ Chí Minh, Hồ Chí Minh, Hồ Chí Minh
Overview
- Data Platform Administration
- Administer the organization's data platform (e.g., a lakehouse or warehouse environment): manage access control, workspaces/environments, and compute resources
- Own data governance: catalogs/schemas, permissions, and isolation of sensitive data from general access
- Define compute and job policies to balance cost and performance
- Build and maintain CI/CD pipelines for data and infrastructure changes across dev/staging/prod
- Real-Time Systems & API Deployment
- Design and deploy production APIs on AWS (e.g., API Gateway, Lambda, or containerized services) that serve models and data to internal and external consumers
- Build real-time and event-driven data flows using streaming platforms (e.g., Kafka) and low-latency stores (e.g., DynamoDB)
- Ensure these systems are scalable and observable in production: define monitoring, alerting, and incident-response runbooks, and manage the underlying cloud networking and access control needed to keep them running reliably
- Model Deployment & MLOps
- Deploy, version, and monitor production model-serving APIs used by internal and external systems
- Maintain the data pipelines that feed these models, with monitoring for pipeline health and data freshness
- Coordinate production releases with minimal downtime
- Data Integration & Delivery
- Design how data and predictions are delivered to different consumers: self-service query access, scheduled exports, real-time APIs, and governed sharing with external partners
- Partner with data science and business teams to choose the right integration pattern for each use case, prioritizing governed, repeatable solutions over ad hoc data transfers
- Cost & Governance
- Track cloud and platform usage/cost, identify savings opportunities, and enforce tagging and budget policies
Summary of facts from the official posting. View original ↗
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