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Senior Data Scientist
Senior Data ScientistRyt Bank • Kuala Lumpur, Kuala Lumpur, Malaysia
Senior Data Scientist

Senior Data Scientist

Ryt Bank • Kuala Lumpur, Kuala Lumpur, Malaysia
17 hours ago
Job description

##

  • 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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Senior Data Scientist • Kuala Lumpur, Kuala Lumpur, Malaysia

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