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Mô Tả Công Việc
• Lead the team to improve scalability, reliability, and cost-efficiency of the Data Platform.• Design, build, and deploy data pipelines (batch & streaming) using Spark orchestrated via Airflow.• Develop libraries and frameworks for data ingestion, transformation, and governance with clean architecture principles.• Collaborate with Data Architects to design/review data models, enforce data contracts, and maintain schema governance.• Optimize performance with partitioning, caching, Z-Ordering, and metadata management in lakehouse environments (Delta/Iceberg/Hudi).• Ensure security and compliance: IAM, encryption, secrets management, and GDPR/CCPA adherence.• Drive CI/CD for data workflows, IaC (Terraform), and container orchestration (Kubernetes).• Monitor SLOs/SLAs, implement alerting, and lead incident responses and postmortems.• Design and operate end-to-end ML/LLM pipelines: data prep, training, evaluation, and deployment.• Build RAG architectures, vector search, and embedding pipelines for LLM-based applications.
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Yêu Cầu Công Việc
1. Must have:• Bachelor’s or Master’s degree in Computer Science, Software Engineering, Information Technology, or a related technical field• English is required• Have 5+ years of experience as a Data Engineer or Software Engineer• Have experience in Cloud (AWS/Azure/GCP)• Extremely proficient in at least 1 programming language (Python/Scala/Java)• Strong experience in systems architecture – particularly in complex, scalable, and fault- tolerant distributed systems• Good at multi-threading, atomic operations, computation framework: Spark (DataFrame, SQL, ...), distributed storage, distributed computing• Understand designs of resilience, fault-tolerance, high availability, and high scalability, ...• Tools: CI/CD, Gitlab, ...• Good at communication & team working• Being open-minded, willing to learn new things2. Nice to have:• Experience with Databricks (Delta Lake, Unity Catalog, Delta Live Tables) or similar lakehouse technologies is a strong plus.• Proven ability in performance tuning and optimization for Big Data workloads (Spark/Flink, partitioning, shuffle strategies, caching).• Familiarity with modern data transformation frameworks (dbt).• Knowledgeable in AI and LLM technologies is a plus, including prompt engineering, embeddings, and retrieval-augmented generation (RAG).• Hands-on experience with vector databases (ChromaDB, Vector Search) and LLMOps practices.
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Hình thức
Full-time
Quyền Lợi
WHY BECOME IT/DATA EXPERTS AT TECHCOMBANK?Investing over 500 million USD to develop large-scale IT projects, Techcombank is one of the leading bank in Technology trends in VietnamYou will grow with Techcombank by having the opportunity to learn from top experts from across the worldTechcombank provides a rewarding remuneration structure that commensurate with your achievement and contributionTechcombank is the Top 2 Best place to work in the banking industry where you can experience various exciting activities throughout the year: Company anniversary, Team building, Active Saturday , Year End Party, etc.
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