Data Scientist
Core
Uses advanced analytical algorithms and technologies (e.g. machine learning, deep learning, artificial intelligence) to mine and analyze large sets of structured and unstructured data to obtain insights and design predictive models.
Role type
Senior IC data scientist (AI/ML)
Builds
predictive models, machine learning algorithms, and innovative data solutions for business stakeholders
Domain
Financial services / Big data analytics
Deliverable
production ML models
Required skills
mathematics, statistics, operations research, deep learning, machine learning, big data, data visualization, computational thinking, data wrangling, data preprocessing, creative reasoning, critical thinking
Preferred skills
trust, bias and ethics, creative thinking, influence skills, cross-group collaboration, managing ambiguity
Technologies
machine learning frameworks, deep learning frameworks, big data technology
Responsibilities
design and construct new processes for modeling data, conduct large-scale analysis to discover patterns and trends, develop prediction systems and machine learning algorithms, collaborate with product teams to provide data-driven decision making, operate at an enterprise-wide level serving as a specialist resource to senior leaders, apply risk management frameworks to make sound risk-informed decisions
Seniority
Senior, hands-on IC