In accordance with the applicable laws and regulations on personal data protection, including the Law on Personal Data Protection and its implementing regulations, Home Credit Vietnam Finance Company Limited (Home Credit) collects and processes candidates personal data for recruitment purposes and other related purposes in accordance with the Agreement, Notice and Acceptance for Personal Data Processing.
By submitting your application to Home Credit through Linkedin , you acknowledge that you have read, understood and agreed to the contents of the Agreement, Notice and Acceptance for Personal Data Processing available at the following link: AGREEMENT, NOTICE, ACCEPTANCE FOR PERSONAL DATA PROCESSING, and consent to Home Credit collecting and processing your personal data in accordance with applicable laws and regulations
KEY RESPONSIBILITIES
ML Data Platform Engineering & Administration
- Install, configure, and maintain ML data platforms on top of Kubernetes, Object Storage, Cassandra, Postgres and related technologies
- Monitor platform performance and optimize as needed for reliability and efficiency
Platform Configuration and Maintenance
- Implement and manage platform configurations, ensuring adherence to best practices and security standards
- Regularly update and patch systems to maintain security and stability
Collaborate with Cross-Functional Teams
- Work closely with ML and data engineers and other roles to align IT needs and strategies
- Provide expert guidance on ML data platform best practices and optimization
Troubleshoot and Resolve Technical Issues
- Identify, diagnose, and resolve data platform problems in a timely manner
- Escalate complex issues to upper-level support when necessary
Backup and Recovery Management
- Implement and maintain backup and recovery strategies for data platforms, ensuring data integrity and availability
Maintain and Update Documentation
- Create and maintain documentation related to data platform administration, configuration, and maintenance
- Share knowledge with team members and contribute to a culture of continuous learning
Enhance Data Security and Compliance
- Ensure data platforms adhere to security best practices and comply with relevant regulations
- Stay up-to-date on industry trends and evolving security standards
Drive Continuous Improvement
- Evaluate and implement new technologies and techniques to enhance data platform performance and administration
- Proactively identify areas for improvement, prepare plan for implementation and get support from management and development teams
- Always prefer automation and code-first approach over hard to reproduce manual tasks
REQUIREMENTS
- A degree in computer science, software engineering, information technology or related fields is preferred
- Production use experience with AI agents (like Langchain, Agno) and LLM stack (like KServe, vLLM, pgvector)
- At least 3 years of experience in data platform (Kafka, Spark, Airflow, Flink, KServe, MLFlow, Lakekeeper) and related infrastructure installation, administration, patching and automation (Linux, Ansible, Helm, Terraform, Kubernetes, Ceph)
- Continuous improvement mindset covering daily operations, stability, reliability and performance of ML data platforms
- Knowledge of key concepts like infrastructure-as-code, templates, playbooks, code versioning using GIT, CI/CD automation, high availability, disaster and recovery
- Proficient in Linux Shell, Python scripting, configuration using JSON, YAML files
- Ability to troubleshoot infrastructure, analyze logs and setup/update monitoring dashboards and metrics, describe and document root cause, attend retrospective meetings
- Understand IT systems documentation, data flow diagrams, integration diagrams and related terminology (UML)
- Understand major ML data platforms concepts – LLM, RAG, agent, quantization, fine-tuning, Data Lake, ACID, Distributed Query, Feature Store, Data Governance, Data Catalogue, Streaming, Batch , Parquet
- Proficient in using documentation (Markdown, Visio, Office 365) and communication tools (MS Teams)
- Proficient user of change management and support ticket/service desk tools (JIRA SD)
COMPENSATION & BENEFITS
- 13th Salary Fixed and KPI Bonus
- Premium Health Care program
- 24/7 Accidental Insurance
- 100% Social Insurance
- Meal + Phone Allowance
- Yearly Medical Checkup
- Professional and Transparent Working Environment
- Apply Latest Financial Technology in the World
