Senior Manager, Machine Learning Engineering
Oracle · Bengaluru, Karnataka, India
IT Services and IT Consulting · 10,001+ employees
About the role
The Senior Manager will lead the implementation of machine learning model productionization processes and organizational standards for deployment. They will also facilitate cross-functional collaboration to address infrastructure issues and drive the development of internal tools and platforms.
What they look for
Requirements
Candidates must have over 10 years of experience in the field and possess strong leadership capabilities to manage machine learning workflows. The role requires expertise in model readiness, debugging, and the ability to communicate technical decisions effectively to stakeholders.
Benefits
Full description
Facilitates the implementation of processes for machine learning (ML) model productionization to managers. Implements organizational standards around machine learning model readiness for deployment. Promotes organizational strategy around the automation of machine learning workflows. Promotes organizational strategy around trained model/system alignment with design criteria. Implements improvements to organizational processes for the identification and evaluation of potential data quality, security, and/or privacy issues and their impacts on modeling. Facilitates organizational troubleshooting and debugging support processes to address issues in machine learning infrastructure and workflow and create robust solutions. Alleviates the impact of obstacles to cross-functional collaboration efforts with multiple stakeholders to make, adopt and communicate technical decisions and shape the development and delivery of software. Implements organizational processes for the development, refinement, and maintenance of tools, platforms, environments, and services for internal use. Implements improvements to organizational processes for the development of efficient, bug-free code from scratch. Executes organizational strategy to maintain team awareness of current developments in the machine learning field and integration of this knowledge into model development.
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