
MLOPS Engineer
2 days ago
Company Overview:
UBX is a wholly owned subsidiary of Unionbank of the Philippines. UnionBank is a top 10 universal bank in the Philippines by assets, with annual revenues of over PHP 25 Billion. UnionBank is a leader in digital financial services and has been recognized as the top digital bank in the Philippines by Asiamoney and IDC. UnionBank has established UBX to build on its leadership in digital: UBX facilitates UnionBank's exploration and creation of new, digital and potentially non-banking business models. UBX's mission includes investments in financial technology (fintech) companies and other ventures whose capabilities complement UBX's platform development. UBX is developing platforms that embed financial services into customer and business experiences. This results in financial services that are accessible to a broader community– physically, logically and economically. UBX invests to positively and materially impact financial inclusion. Truly innovative financial technology should make banking perfectly transparent in the lives of consumers and businesses. When we talk about banking today, we still talk about accounts, lines of credit and cash management services. Banking still distracts and interrupts. Our ultimate goal: banking that becomes invisible, banking vanishes into our lives and businesses. This is why we are particularly focused on ecosystems: can we participate in and build the platforms where we can seamlessly embed banking in the context of experiences for consumers and businesses.
Our Customers:
Ecosystems are built on platforms that support multi-participant markets and multi-point
transactions. Therefore, from an ecosystem development perspective, our customers are the
participants in these ecosystems. This can be made clearer by way of example. For the financial services platform, the resulting ecosystem has the following participants:
● Financial institutions such as rural bank and non-bank financial institutions (coops, lenders etc.)
● Customers of these financial institutions
● Financial service providers that leverage the platform such as lenders and insurers
● Technology providers that build solutions on top of the platform
Responsibilities
- 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 analytics processes and ensure data management and analytics tools/processes are at par with global standards
- Conduct POC on new solutions
Qualifications
- 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 modelling 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
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