Machine Learning Operations Engineer

3 hours ago

Pasig, Philippines White Cloak Technologies, Inc. Full time

Job Description The role will entail managing a team of data engineers responsible for implementing machine learning models and creating highly resilient data pipelines. It will also entail leading various projects including migration activities and POCs. Responsibilities Manage big data initiatives for the Data Science and AI Group while working closely with technology team, vendors, and consultants. Coordinate with business and technology stakeholders to ensure 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 resolution. 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 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. Technical Skills Required Proficient in data processing tools (SQL, Python, R). Strong knowledge of batch and stream data processing techniques (Spark, Kafka). Strong knowledge in MLOps and related concepts. Experienced in data modeling and data warehousing techniques. Experienced in using Git for version control and CI/CD. Experienced in using business intelligence tools (Power BI, Tableau). Preferably with experience in Cloudera and Snowflake. Preferably with experience in the banking and financial services industry. Seniority Level Mid-Senior level Employment Type Contract Job Function Information Technology Industries Software Development and IT Services and IT Consulting #J-18808-Ljbffr

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