Must have Requirements : 1. 5 – 10years experience as a Data Analyst preferably in the Wealth Management (.i.e . Retail, Retirement, Institutional or General Accounts ) domain Over 3 years' experience working with Cloud data platform, Azure, AWS etc. Experience with data-centric projects delivering the following (preferably within a capital markets or investment banking domain): Master data management, Data integration , building/enhancing Data warehousing or data lake. Big Data environment for analytics Familiar with data model and data warehouse concept . Hands-on data profiling, writing complex SQL queries to analyze, validate data and provide results to business users or project team members . Hands-on delivering data documentation artifacts in organizations of similar size and complexity within project deadlines . Able to communicate clearly, both verbally and in written form at various levels within the project teams Experience in major trading platforms, book of record systems, performance management platforms, such as Bloomberg Polar Lake, SimCorp Dimension, Findur, Apex, Eagle, Charles River, Sylvan, Calypso. Nice to have – Working experience with GenAI Amazon Webservice (AWS) Connect experience is an asset