AI / ML Development, Build predictive models and machine-learning algorithms.Expertise with data reconciliations, data quality, large data processing and controlsExpertise leading large scale Enterprise Transformation initiatives with a clear track record of success.Ability to articulate intricacies of Technology ArchitectureDeep functional and technical experience in Capital Markets across Front Office, Middle Office, Operations, Risk & Finance.Demonstrated leadership, management, and development skills.Experience with predictive analytics using large and complex datasets.Enthusiastic about AI and ML optimizations and open-source technologies.Familiar with the following software / tools :Knowledge and experience in statistical and data mining techniques : GLM / Regression, Random Forest, Boosting, Trees, text mining etc.
- Experience querying databases and using statistical computer languages : R, Python, SQL.
- Experience using web services : Redshift, S3, Spark
- Experience creating and using advanced machine learning algorithms and statistics : regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
- Experience with distributed data / computing tools : Map / Reduce, Hadoop, Hive, Spark, MySQL /
- Experience with BI tools : Tableau, QlikView.