Funding Circle's Transformation to a Data-Powered FinTech | Amazon Web Services

Опубликовано 18 марта 2024, 17:12

Funding Circle helps small and medium sized businesses in the UK go further by providing access to financing. Data-driven decision making is at the heart of what they do. As their business evolved, so did their data engineering and analytics practices.
In this video, Ismail Makhlouf, Senior Data Analytics Solutions Architect at AWS, meets with Lin Han, Head of Data Engineering at Funding Circle to take us through the journey they went through from building basic reports all the way to advanced analytics and AI/ML, transforming them into a data-powered FinTech.

00:00 – Introduction
00:45 – Data Platform Function
01:11 – Basic Reporting and Traditional ETL
02:10 – Data Lake to Power Decision Making
03:40 - Marketing and Segmentation
06:33 – Moving ETL to Data Lake to Simplify Data Management
09:59 – Core Capabilities of the Data Platform
11:57 - Aligning Data Platform with Business Requirements
16:06 - Building out Self-Service Capabilities for Data Analysis
20:26 – Self-Service Challenges around Ownership and Responsibility
22:30 - Data Platform Teams as Business Enablers vs. Cost Centers
25:26 - Building out a Self-Service Data Science Platform
27:02 - Proving Out the Business Value of the Data Platform Team
28:13 - Key Pillars of Success for Technology Leaders
29:18 - Making the Case for Change and the Importance of Adaptability
30:59 - Decentralized Domain Ownership and Federated Governance

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