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Perform critical reviews of quantitative models used at SoFi, assess data suitability, model conceptual soundness, and testing protocols. Summarize findings in detailed reports with recommendations for remediation work. Models range from basic regression to advanced machine learning algorithms across various business areas.
The Staff Analyst, Model Risk Management will perform critical reviews of quantitative models, engage with model developers, assess data suitability, and provide detailed written reports with recommendations. The role involves validating models from basic regression to machine learning algorithms across various business areas.
The Staff Analyst, Model Risk Management at SoFi will be responsible for validating quantitative models used by the company, assessing data suitability, conceptual soundness, and testing protocols, and providing detailed written reports with recommendations. The role requires strong analytical skills, proficiency in Python or R, and 6+ years of related experience.
Perform critical reviews of quantitative models, assess data suitability and model soundness, communicate technical concepts, and provide recommendations for model improvements. Work on models ranging from basic regression to advanced machine learning algorithms across various business areas.
The Principal Engineer in Decision Science will lead the development of experimentation and causal inference tools. Responsibilities include mentoring data scientists, advocating for best practices, and collaborating across teams to enhance products and systems. The role requires strong technical skills and leadership to improve standards and operational excellence.
The Principal Engineer will lead efforts in machine learning and AI, collaborating with teams to build impactful products, setting technical standards, and mentoring others. Responsibilities include hands-on development, technical leadership, and influencing hiring and coding practices.
The Senior Data Scientist will drive business strategy and product development through data analysis. Responsibilities include measuring KPIs, crafting customer behavior metrics, conducting experiments, and developing models to understand customer behaviors. The role requires collaboration with product and marketing partners to improve metrics and create data-driven reports.
The Senior Staff Data Scientist at SoFi is responsible for developing and deploying machine learning models to enhance product experiences, improve conversion through personalization, and analyze member behavior. This involves collaboration with product and engineering teams, conducting advanced statistical analyses, and mentoring junior staff.
As a Senior Staff Data Scientist, you will lead the development and deployment of machine learning models to enhance SoFi's product experience. Responsibilities include collaborating with Product and Engineering teams, conducting advanced statistical analyses, and communicating findings to stakeholders.
The Senior Analyst in Business Risk Operations will lead analysis and reporting within the Collections Center of Excellence, helping to shape strategies and drive decision-making. Responsibilities include preparing presentations, developing data-driven strategies, project management, and mentoring junior analysts. Strong communication and analytical skills are essential for this role.
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