Overview
As a member of the Loan Management group within the Global Markets Division at Goldman Sachs, you will play a crucial role in supporting the Mortgage Trading Desk. Your responsibilities will include the following key areas:
- AI/Automation Project Development & Delivery:
- Take ownership of end-to-end development and delivery of AI/Automation projects, from conceptualization to deployment and ongoing maintenance.
- Utilize your expert-level Python programming skills to build, test, and optimize AI algorithms, automation scripts, and data processing pipelines.
- Design, develop, and maintain robust and scalable APIs/Automations to seamlessly integrate AI models and automated processes with existing systems.
- Manage code repositories efficiently and collaborate effectively with team members using Git and other version control systems.
- Data Management & Reporting:
- Develop and optimize SQL queries for data extraction, transformation, and loading (ETL) processes to ensure data integrity and availability for AI models.
- Provide management and oversight of mortgage data, including data analysis and validation.
- Fulfill ad hoc data requests and develop regulatory and business-critical reporting through automated toolkits.
- Process Optimization & Automation:
- Identify processes suitable for automation, streamline them, and automate using various automation tools.
- Coordinate with internal business functions to develop and enhance processes through automation initiatives.
- Communicate and coordinate with various production groups to increase efficiencies via process automation.
- Collaboration, Communication & Documentation:
- Collaborate with cross-functional teams to understand requirements and deliver impactful solutions.
- Communicate complex technical concepts and project progress effectively to both technical and non-technical audiences.
- Create comprehensive and clear technical documentation for all developed solutions, APIs, codebases, and processes.
- Industry Knowledge & Continuous Improvement:
- Stay informed about the latest advancements, market trends, and best practices in AI, machine learning, and automation, particularly within the financial or mortgage industry.
- Provide project management for initiatives driven by the team.
In terms of skills and experience, you should possess:
- Core Technical Proficiency in AI/ML Development, Programming, API Development, Version Control, and Database & ETL.
- Data & Domain Knowledge in Data Analysis, Mortgage Industry, and AI Market Trends.
- Automation & Process Optimization skills.
- Professional & Interpersonal Skills including Communication, Documentation, Analytical Thinking, Collaboration, and Project Management.
Goldman Sachs is a leading global investment banking, securities, and investment management firm committed to diversity and inclusion in the workplace. Join us in our mission to help clients, shareholders, and communities grow. As a member of the Loan Management group within the Global Markets Division at Goldman Sachs, you will play a crucial role in supporting the Mortgage Trading Desk. Your responsibilities will include the following key areas:
- AI/Automation Project Development & Delivery:
- Take ownership of end-to-end development and delivery of AI/Automation projects, from conceptualization to deployment and ongoing maintenance.
- Utilize your expert-level Python programming skills to build, test, and optimize AI algorithms, automation scripts, and data processing pipelines.
- Design, develop, and maintain robust and scalable APIs/Automations to seamlessly integrate AI models and automated processes with existing systems.
- Manage code repositories efficiently and collaborate effectively with team members using Git and other version control systems.
- Data Management & Reporting:
- Develop and optimize SQL queries for data extraction, transformation, and loading (ETL) processes to ensure data integrity and availability for AI models.
- Provide management and oversight of mortgage data, including data analysis and validation.
- Fulfill ad hoc data requests and develop regulatory and business-critical reporting through automated toolkits.
- Process Optimization & Automation:
- Identify processes suitable for automation, streamline them, and automate using various automation tools.
- Coordinate with internal business functions to develop and enhance processes through automation initiatives.
- Communicate and coordinate with various production groups to increase efficiencies via process automation.
- Collaboration, Communication & Documentation:
- Collaborate with cross-functional teams to understand requirements and deliver impactful solutions.
- Communicate complex technical concepts and project progress effectively to both technical and non-technical audiences.
- Create comprehensive and clear technical documentation for all developed solutions, APIs, codebases,
