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Machine Learning

Machine Learning

Virtusa

0 years

0 Lacs

chennai tamil nadu india

Posted:3 days ago| Platform:

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Skills Required

learning ml engineering stack python aws iam airflow orchestration mlflow model versioning gitlab sagemaker pipeline monitoring data query debugging forecast clustering training deployment development

Work Mode

On-site

Job Type

Full Time

Job Description

The ideal candidate for this role should possess a strong blend of MLOps and ML engineering skills.
Technological Stack: Python, AWS services (ECS, Batch Compute, S3, Timestream, IAM, CloudWatch, Athena), Airflow for orchestration, MLflow for model versioning, GitLab CI, and eventually, AWS SageMaker pipelines.Data Engineering Skills: Expertise in pipeline monitoring, including getting data from Bulk CDM, investigating query issues, and sending output data to ALTO.ML Engineering Skills: Experience with debugging forecast and clustering models, setting up and automating CI/CD for ML workflows, developing and deploying end-to-end ML pipelines (data preparation, training, validation, deployment), and a strong background in ML frameworks like LightGBM.MLOps Engineer to handle the tickets, and Data Engineering tickets/development

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Machine Learning