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MLOps Engineer Specialist

2 months ago


Austin, Texas, United States BlueSierratech Full time
Job Overview

We are seeking a skilled MLOps Engineer Specialist to oversee the deployment and management of machine learning models in production environments. This role is essential for ensuring that our models operate efficiently and effectively, contributing to the success of our projects at Blue Sierra.

Key Responsibilities:
  • Model Deployment: Oversee the integration of machine learning models into live environments utilizing Azure Machine Learning and Azure DevOps, ensuring smooth functionality.
  • Monitoring and Maintenance: Regularly assess and maintain machine learning models through Azure Monitor and Azure Log Analytics to guarantee optimal performance and reliability.
  • Performance Optimization: Enhance machine learning models for scalability, efficiency, and precision using Azure Databricks and various Azure tools.
  • Collaboration: Partner with machine learning engineers, data engineers, and other relevant parties to facilitate effective model deployment and management.
  • Automation: Develop automation frameworks and tools using Azure Pipelines to simplify the deployment, monitoring, and upkeep of machine learning models.
Technical Qualifications:
  • Microsoft Azure ML: Proficient in managing the model lifecycle with Microsoft Azure Machine Learning.
  • Azure DevOps: Experienced in utilizing Azure DevOps for continuous integration and deployment pipelines.
  • Monitoring Tools: Familiar with Azure Monitor, Azure Log Analytics, and Application Insights.
  • Containerization: Knowledgeable in Docker and Kubernetes for deploying containerized applications.
  • Programming Languages: Strong programming expertise in languages such as Python.
Qualifications:
  • Education: Bachelor’s degree in Computer Science, Data Science, Machine Learning, or a related discipline; Master’s degree is preferred.
  • Experience:
    • At least 5 years of experience in MLOps or a similar field.
    • Demonstrated experience in deploying and managing machine learning models in a production setting.
  • Skills:
    • Exceptional analytical and problem-solving skills.
    • Strong communication and teamwork capabilities.
Preferred Attributes:
  • Experience with MLOps initiatives in public health or governmental sectors.
  • Certifications in Microsoft Azure or MLOps methodologies.
Additional Requirements:
  • Travel: Willingness to undertake occasional travel for work-related purposes.
  • Background Check: Must consent to a background verification process.
  • Citizenship: Must be a US citizen.
Company Overview

Blue Sierra is an innovative company offering exciting opportunities for dynamic, intellectually curious, and motivated individuals. We are committed to exceeding our clients' expectations while ensuring our candidates are informed throughout the interview and hiring process. Our team is dedicated to providing exceptional customer service and maintaining client satisfaction.