About the Role
Position Responsibilities :
+ Design, build, and maintain Continuous Integration/Continuous Development (CI/CD) pipelines for machine learning models
+ Deploy and manage ML models in production environments using containerization and orchestration technologies
+ Implement monitoring, logging, and alerting solutions to track model performance, system health, and data drift
+ Collaborate with data scientists to understand model requirements and optimize the process of transforming models from development to a production-ready state
+ Create and maintain technical documentation for ML Operations (Ops) processes, infrastructure, and deployments
+ Define ML/Artificial Intelligence (AI) governance to ensure data security and ethical standards are met for all modeling processes
+ Travel up to 5% of the time
+ Other duties as assigned
Required Education and Experience:
+ Design, build, and maintain Continuous Integration/Continuous Development (CI/CD) pipelines for machine learning models
+ Deploy and manage ML models in production environments using containerization and orchestration technologies
+ Implement monitoring, logging, and alerting solutions to track model performance, system health, and data drift
+ Collaborate with data scientists to understand model requirements and optimize the process of transforming models from development to a production-ready state
+ Create and maintain technical documentation for ML Operations (Ops) processes, infrastructure, and deployments
+ Define ML/Artificial Intelligence (AI) governance to ensure data security and ethical standards are met for all modeling processes
+ Travel up to 5% of the time
+ Other duties as assigned
Required Education and Experience:
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