Data Scientist Senior - Model Development
Core
Senior Data Scientist translating business problems into applied statistical, machine learning, simulation, and optimization solutions to drive business value through automation, revenue generation, and risk reduction.
Role type
Senior IC Data Scientist (Model Development)
Builds
Scalable, automated analytical modeling solutions and a library of reusable production-quality algorithms.
Domain
Banking / Financial Services / Credit Risk / Marketing
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, Simulation, Optimization, Python, SQL, Data preprocessing, Model validation, Technical documentation, Project management, Mentoring
Preferred skills
Medium/large bank experience, SAS, Model Risk Management knowledge, Control partner collaboration
Technologies
Python, SAS, SQL, HQL, NoSQL, JSON, XML
Responsibilities
Develop scalable automated solutions using ML and optimization; Select appropriate modeling techniques; Develop and deploy models within Model Development Control framework; Build and maintain reusable algorithm libraries; Mentor junior data scientists; Communicate outcomes to non-technical business colleagues.
Seniority
Senior, hands-on IC with mentorship responsibilities