Machine Learning Operations Engineer

Role Summary :

The role will entail managing a team of data engineers responsible for implementing machine learningmodels and creating highly resilient data pipelines. It will also entail leading various projects including migration activities and POCs.

Job Description :

• Manage big data initiatives for the Data Science and AI Group while working closely with the technology team, vendors, and consultants.
• Coordinate with business and technology stakeholders to ensure that requirements are implemented as expected.
• Facilitate implementation of analytical tools.
• Recommend and maintain the data model that will support business intelligence, advanced analytics, and campaign management initiatives.
• Implement enhancements in the existing MLOps pipeline.
• Establish data quality checks to identify integrity issues and report findings to technology management for resolutions.
• Establish and implement data governance guidelines to ensure delivery of high quality and secure data to meet regulatory requirements and promote efficiency and revenue growth.
• Establish a catalog of commonly used data fields to aid data users in exploring the bank's data, improve the understanding of data across the bank, and promote consistency of KPI definition.
• Conduct best practice research to continuously improve current data management and analytic processes and ensure data management and analytics tools / processes are at par with global standards.
• Conduct POC on new solutions.

Soft Skills Required :

Technical Skills Required :

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