Machine Learning Ops Engineer
4 weeks ago
Key Responsibilities:
Model Deployment: Manage the deployment of machine learning models into production environments using Azure Machine Learning and Azure DevOps, ensuring seamless integration and operation.
Monitoring and Maintenance: Continuously monitor and maintain machine learning models using Azure Monitor and Azure Log Analytics to ensure they are performing optimally and reliably.
Performance Optimization: Optimize machine learning models for scalability, performance, and accuracy using Azure Databricks and other Azure tools.
Collaboration: Work closely with machine learning engineers, data engineers, and other stakeholders to ensure effective model deployment and operation.
Automation: Implement automation tools and frameworks using Azure Pipelines to streamline the deployment, monitoring, and maintenance of machine learning models.
Technical Qualifications:
Microsoft Azure ML: Experience with Microsoft Azure Machine Learning for managing model lifecycle.
Azure DevOps: Proficiency with Azure DevOps for CI/CD pipelines and automation.
Monitoring Tools: Experience with Azure Monitor, Azure Log Analytics, and Application Insights.
Containerization: Familiarity with Docker and Kubernetes for containerized deployments.
Programming Languages: Strong programming skills in languages such as Python
Qualifications:
Education: Bachelor’s degree in Computer Science, Data Science, Machine Learning, or a related field. Master’s degree preferred.
Experience:
Minimum of 5 years of experience in MLOps or a related field.
Proven experience in deploying and maintaining machine learning models in production.
Skills:
Strong analytical and problem-solving abilities.
Excellent communication and teamwork skills.
Preferred Attributes:
Experience with MLOps projects in public health or government sectors.
Certifications in Microsoft Azure or MLOps.
Additional Requirements:
Travel: Must be open to one-time paid travel to pick up a badge and work laptop.
Background Check: Must be willing to undergo a background check.
Citizenship: Must be a US citizen
Company DescriptionBlue Sierra is a brand new and exciting company that has wonderful opportunities for energetic, intellectually curious and enthusiastic achievers We strive to exceed our clients' expectations and in turn, keeping our candidates in the loop every step of the way during the interview and hiring process. We want our people to possess a high touch customer service acumen and keep our clients happy.Company DescriptionBlue Sierra is a brand new and exciting company that has wonderful opportunities for energetic, intellectually curious and enthusiastic achievers We strive to exceed our clients' expectations and in turn, keeping our candidates in the loop every step of the way during the interview and hiring process. We want our people to possess a high touch customer service acumen and keep our clients happy.
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