Mô Tả Công Việc
We are looking for a skilled AI/ML Ops Engineer to join our dynamic team. Candidates to join Money Forward Vietnam will participate in a joyful, high competence and English speaking team to enhance quality for the company's products which are serving millions of people. You will work closely with data scientists, software engineers, and IT operations to facilitate the seamless deployment of ML models.Responsibilities
Develop and implement CI/CD pipelines for ML models.
Automate the deployment and monitoring of ML models.
Collaborate with data scientists to ensure models are production-ready.
Monitor and troubleshoot model performance and system issues.
Ensure security and scalability of ML systems.
Maintain accurate documentation of processes and systems.
Continuously improve ML infrastructure and workflows
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Yêu Cầu Công Việc
Educational background
Graduated from a top level university/college in Vietnam
Majored in mathematics, Computer Science or related to it
Technical skillAI software development
Experienced developing AI algorithm or understand how it works from scratch
Developed an Application Programming Interface as an internet service
Operated and manipulated an API service by using an appropriate software
Measured performance by using metrics software (MLFlow)
Controlled and tuned accuracy through operating data
AI/ML Ops
Machine Learning
CI/CD
Cloud Platforms (AWS, Azure, GCP)
Python
Docker
Kubernetes
Terraform
Scalability
Monitoring Tools (Prometheus, Grafana)
Version Control (Git)
Tools
Configuration management: Terraform
CI/CD: GitHub Actions
Monitoring and logging: Datadog, Cloud Monitoring, CloudWatch
Project management: JIRA Cloud, Miro,...
Documentation: Kibela, Google Workspace
MLFlow: 2-3 years of experience
Cloud architecture
Experienced developing a system by using some cloud services on AWS, GCP or Azure(AWS is preferable)
Understood cloud service components from architectural perspective(To know what can do, how it works and what should be paid attention)
Designed and integrated a system with appropriate security
Communication skill
Openmind
Has a capability to understand what is asked and why it is asked
A certain level of English (IELTS 7, TOEIC 800 or equivalent)
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Hình thức
Full-time
Quyền Lợi
Caring Mental & Physical Recreation:
Hybrid working
Full salary in probation & 13th month salary
Social insurance on full salary from probation
Premium Health insurance from probation
Flexible start 8AM-9AM from Mon-Fri
16 days off annually + 1 Birthday Leave
Paternity leave extra 5 days
Annual company trip; Quarterly team building activities
Club activities
Annual health check
Caring Career & Development:
Clear Career path
Foreign language & International technology-related certifications sponsoring
Well-equipped facility: Macbook pro, additional monitor,..
Soft skill workshops
Tech seminars
Monthly and biannually Recognition Awards
Performance review twice/year
Mức lương
Thỏa thuận
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Tham khảo: 10 Dấu hiệu nhận biết hành vi lừa đảo qua tin tuyển dụng.
Tham khảo: 10 Dấu hiệu nhận biết hành vi lừa đảo qua tin tuyển dụng.