**Data Scientist – Financial Modelling & AWS** We are seeking a hands-on Data Scientist experienced in financial modelling and proficient in leveraging the AWS ecosystem to develop scalable, production-ready solutions. **Key Skills and Experience:** + **Only CVs clearly demonstrating hands-on AWS experience will be considered** + Experience with Segmentation, Classification & time series ML models. - this is not an AI/LL project + Strong programming skills in **Python** , **PySpark** , and **SQL** for efficient data processing, feature engineering, and model development. + proven experience in code management practices in corporate environment and GitLab + Extensive experience working with AWS tools including **SageMaker Studio** and data integration tools such as **AWS Glue** . + Proven ability to read and transform data from multiple data lakes and data warehouses, including **S3** , **Athena** , and **Snowflake** , either via SageMaker or AWS Glue. + Business experience with mortgage-related use cases, able to translate complex financial data into actionable insights and collaborate effectively across teams. + Experience with Amazon Quick Sight & React/JavaScript is a plus.