Databricks MLOps Engineer

3 weeks ago


Mumbai, Maharashtra, India LTIMindtree Full time

About the Company: LTIMindtree is seeking a skilled Databricks MLOps Engineer to join our team. This role involves building, deploying, and maintaining ML models, ensuring efficient CI/CD pipelines, and automating various processes to support our development teams.

About the Role: As a Databricks MLOps Engineer, you will be responsible for setting up and configuring Databricks ML platforms, automating MLOps workflows, and implementing CI/CD pipelines for ML model deployment. You will also monitor and optimize ML model performance in production, deploy and manage infrastructure on Azure/AWS Databricks using Infrastructure as Code tools, and streamline processes using automation scripts and tools.

Responsibilities:

  • Databricks MLOps Implementation: Set up and configure Databricks ML platform, automate MLOps workflows, and implement CI/CD pipelines for ML model deployment.
  • Automation & Scripting: Streamline processes using automation scripts and tools, and develop automation scripts and tools using Python to improve efficiency.
  • Machine Learning: Evaluate machine learning models, address overfitting/underfitting, and develop a pipeline of machine learning development process.
  • Collaboration & Support: Work closely with development teams to integrate MLOps best practices, troubleshoot and resolve issues related to model deployment, and support development teams in their use of Databricks services and DevOps tools.

Qualifications:

  • Education: Bachelor's degree in Computer Science, Information Technology, or a related field.
  • Experience: 6-9 years of experience in MLops with a focus on Databricks (Azure/AWS), proficiency in Python, MLFlow, and DevOps tools.
  • Skills: Knowledge of Databricks' collaborative notebooks, Feature Store, MLFlow, Lakehouse Monitoring, Model Serving, and Unity Catalog for end-to-end machine learning lifecycle management.

Preferred Certifications:

  • Databricks Certified ML Engineer Associate
  • Databricks Certified ML Engineer Professional


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