UPS

Senior MLE - MLOps, Python, GCP, VertexAI, GKE

UPS

Chennai•On-site•3-5 Yrs•2 hours ago

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Managing the deployment and maintenance of machine learning models in production environments and ensuring seamless integration with existing systems.
Monitoring model performance using metrics such as accuracy, precision, recall, and F1 score, and addressing issues like performance degradation, drift, or bias.
Troubleshoot and resolve problems, maintain documentation, and manage model versions for audit and rollback.
Analyzing monitoring data to preemptively identify potential issues and providing regular performance reports to stakeholders.
Optimization of the queries and pipelines.
Modernization of the applications whenever required

Expertise in programming languages like Python, SQL
Solid understanding of best MLOps practices and concepts for deploying enterprise level ML systems.
Understanding of Machine Learning concepts, models and algorithms including traditional regression, clustering models and neural networks (including deep learning, transformers, etc.)
Understanding of model evaluation metrics, model monitoring tools and practices.
Solid oral and written communication skills and ability to prepare detailed technical documentation of new and existing applications.
Strong ownership and collaborative qualities in their domain. Takes initiative to identify and drive opportunities for improvement and process streamlining.
Bachelor’s Degree in a quantitative field of mathematics, computer science, physics, economics, engineering, statistics (operations research, quantitative social science, etc.), international equivalent, or equivalent job experience.
Familiarity with Cloud Billing.
Employee Type:
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