| 100% Remote role for MLOps Architect at Remote, Remote, USA |
| Email: [email protected] |
| Role: MLOps Architect Location: Remote (MO State) 12 months Mandate:- Mandatory Exp - AWS, Python, Airflow, Kedro, or Luigi Designing Cloud Architecture : As an AWS Cloud Architect, youll be responsible for designing cloud architectures, preferably on AWS, Azure, or multi-cloud environments. Your architecture design should enable seamless scalability, flexibility, and efficient resource utilization for MLOps implementations. Data Pipeline Design : Develop data taxonomy and data pipeline designs to ensure efficient data management, processing, and utilization across the AI/ML platform. These pipelines are critical for ingesting, transforming, and serving data to machine learning models. MLOps Implementation : Collaborate with data scientists, engineers, and DevOps teams to implement MLOps best practices. This involves setting up continuous integration and continuous deployment (CI/CD) pipelines for model training, deployment, and monitoring. Infrastructure as Code (IaC) : Use tools like AWS CloudFormation or Terraform to define and provision infrastructure resources. Infrastructure as Code allows you to manage your cloud resources programmatically, ensuring consistency and reproducibility. Security and Compliance : Ensure that the MLOps architecture adheres to security best practices and compliance requirements. Implement access controls, encryption, and monitoring to protect sensitive data and models. Performance Optimization : Optimize cloud resources for cost-effectiveness and performance. Consider factors like auto-scaling, load balancing, and efficient use of compute resources. Monitoring and Troubleshooting : Set up monitoring and alerting for the MLOps infrastructure. Be prepared to troubleshoot issues related to infrastructure, data pipelines, and model deployments. Collaboration and Communication : Work closely with cross-functional teams, including data scientists, software engineers, and business stakeholders. Effective communication is essential to align technical decisions with business Warm Regards Mayank Gupta Lead Recruiter Tekshapers Inc 850 Stephenson Hwy, Suite 205 , Troy, MI 48083 Email: [email protected]| https://www.tekshapers.com/ MBE Certified | ISO 9001:2008 | -- Keywords: continuous integration continuous deployment artificial intelligence machine learning information technology Michigan Missouri 100% Remote role for MLOps Architect [email protected] |
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| Thu Aug 01 23:17:00 UTC 2024 |