Ropes test required Vanguard ML/OPS / Data Scientist. Top 5 priorities: * Investment Securities / Personal Wealth MUST HAVE

• Transaction & Cash Flow Analysis buy/sell, fund movement, transaction patterns
• SQL / Python strong data analysis skills
• AWS Bedrock, Glue, S3
• AI / GenAI using AI for data consolidation and transaction analysis

1 filter: Investment/Wealth domain experience.

Focus on investments and Personal Wealth. This role will lead initiatives to analyze standard transactions (buy/sell) and track transaction patterns and cash flow metrics over time to predict incoming and outgoing fund movement. Key Responsibilities & Focus Areas

• Transaction Stitching Application: Design and build a comprehensive transaction stitching application to map and monitor the journey of funds within a client’s account across their lifetime.
• Data Exploration & Insights: Perform data exploration to extract actionable insights and identify cash flow trends.
• AI Integration: Leverage AI tools to consolidate data, evaluate outputs, and analyze transaction activity.

• Domain Knowledge: Strong background in Financial Investment Securities and Personal Wealth.
• Data Querying & Analysis: Expertise in SQL and/or
• Python for querying and data analysis, with a stronger emphasis on analysis than core engineering.
• Cloud & AI Technologies: Hands-on experience with AWS services (including Bedrock, Glue, and S3).