Senior Data ScientistRyt Bank • Kuala Lumpur, Kuala Lumpur, Malaysia
Senior Data Scientist
Ryt Bank • Kuala Lumpur, Kuala Lumpur, Malaysia
21 jam yang lalu
Penerangan pekerjaan
##
Position Overview
We are seeking an exceptional Senior Data Scientist to drive product innovation through advanced analytics, experimentation, and machine learning. Embedded within cross-functional product teams, you will deliver measurable business impact by building and deploying solutions across fraud detection, credit decisioning, and user experience optimisation. You will own the full lifecycle – from designing experiments and developing models to production deployment and performance monitoring. This role demands both technical excellence and strategic thinking to identify high-impact opportunities and deliver data-driven results in a fast-paced fintech environment.##
Key Responsibilities
## Strategic Analytics & Product Innovation
Design and implement advanced machine learning models for credit risk assessment, fraud detection, customer lifetime value prediction, and personalized product recommendations
Partner with product teams to translate business challenges into data science solutions that drive measurable impact
Build predictive models for customer churn, acquisition optimisation, and engagement strategies
Develop scoring systems for loan decisioning and transaction monitoring## Technical Leadership
Lead end-to-end model development lifecycle from experimentation to production deployment
Partner with engineering teams to design and deploy scalable ML pipelines using modern cloud infrastructure
Establish best practices for model governance, monitoring, and validation
Mentor junior data scientists and promote a culture of analytical excellence## Business Impact
Collaborate with stakeholders across Risk, Marketing, Product, and Engineering to identify opportunities for data-driven optimisation
Communicate complex technical concepts and insights to non-technical executives through compelling data storytelling
Design and analyze A / B tests to measure feature impact and guide product decisions##
Required Qualifications
###
Technical Expertise
5+ years of experience in data science, with at least 2 years in fintech, banking, or financial services
Expert-level proficiency in Python and ML frameworks (Tensorflow, PyTorch, XGBoost)
Strong foundation in statistical methods, hypothesis testing, and experimental design
Production experience with SQL and working with large-scale datasets (terabytes+)
Proven track record deploying and maintaining ML model pipelines in production environments###
Domain Knowledge
Deep understanding of financial services concepts including credit risk, fraud patterns, regulatory compliance (KYC / AML), and customer behaviour
Experience with time-series forecasting, anomaly detection, and classification problems
Familiarity with ML model explainability techniques (SHAP, LIME) and responsible AI practices
Knowledge of model governance frameworks###
Business & Leadership Skills
Outstanding problem-solving abilities with a product-minded approach
Excellent communication skills with ability to influence key stakeholders
Collaborative team player who thrives in fast-paced, agile environments
Strong business acumen and ability to balance technical rigour with practical constraints##
Preferred Qualifications
Experience with real-time ML systems and stream processing (Kafka, Spark Streaming)
Knowledge of LLMs and generative AI applications in banking
Experience with MLOps tools (MLflow, Kubeflow, SageMaker)
Prior experience building recommendation engines or personalisation systems##
Growth Opportunities
Shape the analytics culture and best practices across the organization
Opportunity to influence product strategy through data-driven insights
Career progression toward senior leadership roles in data and analyticsJR
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