Machine Learning Engineer
3 weeks ago
Design and implement end-to-end machine learning workflows using SageMaker Pipelines.
Develop and optimize distributed training pipelines for scalable and efficient model training.
Write comprehensive unit tests in Python to ensure the reliability and accuracy of machine learning models and data processing pipelines.
Architect and optimize SQL-based solutions using Athena and Redshift for efficient data querying and analysis.
Design and manage ETL jobs at scale to handle large volumes of data effectively.
Develop and maintain big data pipelines for processing and analyzing massive datasets.
Nice to Have
Familiarity with MLOps practices, particularly around Generative Artificial Intelligence (Gen AI).
Additional experience with machine learning frameworks and tools is a plus.
RequirementsRequired Skills Design and implement end-to-end machine learning workflows using SageMaker Pipelines. Develop and optimize distributed training pipelines for scalable and efficient model training. Write comprehensive unit tests in Python to ensure the reliability and accuracy of machine learning models and data processing pipelines. Architect and optimize SQL-based solutions using Athena and Redshift for efficient data querying and analysis. Design and manage ETL jobs at scale to handle large volumes of data effectively. Develop and maintain big data pipelines for processing and analyzing massive datasets. Nice to Have Familiarity with MLOps practices, particularly around Generative Artificial Intelligence (Gen AI). Additional experience with machine learning frameworks and tools is a plus.
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Machine Learning
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