Mô Tả Công Việc
- Manage infrastructure across on-premise clusters and AWS cloud, ensuring high availability and scalability.- End-to-End MLOps Pipeline: Own the ML lifecycle from data ingestion, model training, and validation, to deployment and monitoring, using the latest MLOps practices. Also design, impelemnt and maintain feature store pipeline.- Develop and maintain Infrastructure as Code (IaC) using Terraform for provisioning cloud and on-prem resources.- Databricks & ML Deployment: Architect and deploy large-scale machine learning models on Databricks, ensuring high availability, fault tolerance, and compliance with enterprise-grade security standards.- Deploy and manage containerized ML services CI/CD using Kubernetes, with GitOps practices via ArgoCD for ML Platform across Cloud and OnPrem.- Chatbot RAG & LangChain Expertise: design, deployment, and optimization of Retrieval- Augmented Generation pipelines leveraging LangChain to build scalable, performant AI applications.- Network understanding for configure VPCs, subnets, security groups, VPNs, and firewalls in AWS and on-prem environments.- Monitor system performance, troubleshoot issues, and implement improvements for reliability and efficiency.
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Yêu Cầu Công Việc
- 3+ years of experience in machine learning, with a focus on MLOps and large-scale model deployment. Advanced proficiency in Python and other relevant languages, with strong skills in cloud-native deployments (e.g., AWS, Azure, GCP).Expertise in Infrastructure as Code (IaC)principles- Expertise in Kubernetes skills and CI/CD pipeline are big advantages- Experience with Databricks is a big advantage- Strong experience with programming languages, technique tools, and frameworks aligned with machine learning: Python, LLM, Langchain, GraphRAG, HuggingFace, Chatbot is a plus.- Experience with Generative AI, Promp Engineering, and Large Language Models is a big plus
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Hình thức
Full-time
Quyền Lợi
Other infomation:- Level: Senior Officer or Expert (manager)- Working time: Office Hours.- Probation: 2 months (full 100% offer).Company Benefits:- Receive an extremely attractive basic salary, 13th month salary + Performance Bonus up to 5 months. Annual salary and work performance review.- Participate in advanced training courses of Techcombank.- Be informed of the latest practical situations from the No. 1 Senior Experts/Managers in the Vietnamese market.- Share a clear career path with close support from management;- Receive comprehensive care with Personal and Family Health Insurance; Periodic health check-ups, Bank birthdays, Teambuilding, Year-end Party, ..
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