Senior Banking Data Science Leader — ML & Pricing

Commercial Bank, Qatar; Doha; Presencial; QAR 400.000 - 800.000; Jornada completa

Descripción de la vacante

Commercial Bank in Doha is seeking a Senior Data Science Expert to develop advanced ML models for pricing optimization, customer propensity, and recommendations across risk, finance, and retail banking.

You will translate complex banking problems into production-ready prototypes using Python and SQL, collaborating with risk and finance teams to drive measurable business value with governance and clear documentation.

Formación

• Master's degree or PhD in Finance, Economics, Statistics, Mathematics, or a quantitative field.
• 8+ years of experience in data science or quantitative analysis roles.
• Minimum 5 years of experience in banking or financial services is mandatory.
• Proven track record of delivering ML models in pricing, propensity, or recommendation domains.
• Experience with model validation, governance, and regulatory requirements in financial services.

Responsabilidades

• Develop ML models for pricing optimization, including dynamic pricing and fee structures.
• Build propensity models for customer behavior; churn, cross-sell, upsell, product adoption.
• Develop recommendation systems for personalized product offerings.
• Translate business problems into ML solutions with measurable outcomes.
• Collaborate with Risk, Finance, and business units to identify high-value modeling opportunities.
• Ensure models comply with regulatory requirements and business constraints.
• Create data visualizations and reports for stakeholders.
• Develop prototypes in Python and collaborate with ML engineers to productionize.

Conocimientos

Python

SQL

Statistics

Machine Learning

Data Visualization

Communication

Agile methodologies

Educación

Master's degree or PhD in Finance, Economics, Statistics, Mathematics, or quantitative field

Herramientas

TensorFlow

PyTorch

XGBoost

Spark

Git

Descripción del empleo

Commercial Bank in Doha is seeking a Senior Data Science Expert to develop advanced ML models for pricing optimization, customer propensity, and recommendations across risk, finance, and retail banking.

You will translate complex banking problems into production-ready prototypes using Python and SQL, collaborating with risk and finance teams to drive measurable business value with governance and clear documentation.