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Mô Tả Công Việc
• Design, implement, and maintain ML infrastructure and pipelines using AWS, Kubernetes, and Kubeflow. • Deploy, monitor, and manage ML models in production environments, ensuring performance and scalability. • Collaborate with data scientists and engineers to understand model requirements and translate them into robust deployment pipelines. • Implement CI/CD practices for ML, enabling continuous integration and continuous delivery of ML models. • Automate and optimize ML workflows to ensure efficient use of resources and minimal downtime. • Monitor and troubleshoot production ML models and pipelines, addressing issues and implementing improvements. • Ensure compliance with best practices for security, data privacy, and governance in ML operations. • Stay up-to-date with the latest trends and advancements in ML-Ops and cloud technologies.
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Yêu Cầu Công Việc
Yêu cầu ứng viên
• Proven experience as an ML-Ops Engineer or in a similar role. • Strong expertise in AWS services, particularly for ML applications. • Extensive experience with Kubernetes for orchestration and management of containerized applications. • Proficiency in Kubeflow for managing ML workflows. • Solid programming skills in Python and experience • Deep understanding of machine learning components and lifecycles. • Familiarity with CI/CD tools and practices for ML. • Strong problem-solving skills and attention to detail. • Excellent communication and collaboration skills. • Very good command of English, both written and spoke
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Hình thức
Full-time
Quyền Lợi
Quyền lợi
Successful candidates will be part of a friendly, motivated and committed talent teams in FPT Software (FSOFT) with various benefits and attractive offers:“FPT care” health insurance provided by AON and is exclusive for FPT employees.Annual Summer Vacation: follows company’s policy and starts from May every year.Salary review once a year or on excellent performance.International, dynamic, friendly working environment.Annual leave, working conditions follow Vietnam labor laws.Other allowances: lunch allowance, working on-site allowance, etc.Be part of our hugely international environment; we are currently working for Japanese/Global projects, where you can have many opportunities to work overseas.Competitive salary package based on skills and experience.Great opportunity to grow with the company.20% discount on school fee if your children join FPT School.Udemy/ ELSA PRO accounts for every employee & Udacity accounts for Managers.
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