Senior Manager, Machine Learning
Core
Leverages advanced analytical algorithms and technologies to mine and analyze large sets of structured and unstructured data to obtain insights, design predictive models, and deliver smarter business decisions.
Role type
Senior Manager, Machine Learning
Builds
Predictive models, data mining solutions, and end-to-end scoring solutions for business decision-making and customer experience.
Domain
Financial Services / Machine Learning & Big Data
Deliverable
production ML models
Required skills
Machine Learning, Deep Learning, Python, SQL, Big Data technologies (Hadoop, Spark), Data Mining, Predictive Modeling, Model Validation, Project Management
Preferred skills
Cloud-based modeling environments (AWS Sagemaker, AzureML), Automation and scheduling of data pipelines
Technologies
Python, SQL, Hadoop, Spark, AWS Sagemaker, AzureML
Responsibilities
End-to-end project management and stakeholder interaction; Data mining, cleaning, and validation; Developing prediction systems using ML tools and advanced statistics; Presenting results to non-technical stakeholders; Providing analysis and consultancy on model performance; Resolving issues raised by independent validation and internal audit; Managing existing models in production including documentation and re-validation.
Seniority
Senior Manager, hands-on IC with leadership responsibilities
