Data Scientist - Portfolio Analytics & AI Innovation
External
Globe · 9f The Globe TowerFull-timeOn-site1w ago
ClassificationData WarehousingDeep LearningMachine LearningNumPyPandas
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Responsibilities
- Portfolio Analytics & Insights
- Analyze complex datasets across consumer, enterprise, and corporate portfolios to generate actionable business insights
- Develop comprehensive reporting frameworks to monitor and ensure achievement of portfolio quality targets
- Collaborate with cross-functional teams to translate analytical findings into strategic recommendations
- Design and implement advanced statistical models to assess portfolio performance and risk metrics
- Machine Learning & AI Model Development
- Build, train, and deploy machine learning and deep learning models for portfolio classification and segmentation
- Develop predictive models to enhance credit risk assessment and customer behavior analysis
- Implement end-to-end ML pipelines from data preprocessing to model deployment and monitoring
- Research and integrate cutting-edge AI techniques to solve complex business challenges
- Marketing Campaign Analytics
- Conduct comprehensive post-campaign analysis to measure effectiveness and ROI of marketing initiatives
- Analyze campaign performance decay patterns and temporal effectiveness trends
- Develop models to understand campaign impact degradation over time and across customer segments
- Create executive-level dashboards and presentations to communicate campaign insights
- Technical Innovation
- Stay current with emerging trends in data science, machine learning, and artificial intelligence
- Prototype and evaluate new analytical tools and methodologies
- Contribute to the development of our AI/ML infrastructure and best practices
- Participate in knowledge sharing sessions and technical discussions within the team
- Required Qualifications
- Technical Skills
- Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, or related quantitative field
- Advanced proficiency in Python programming with strong experience in data science libraries (pandas, NumPy, scikit-learn, TensorFlow/PyTorch)
- Solid understanding of machine learning algorithms, statistical modeling, and deep learning architectures
- Experience with data visualization tools and techniques for presenting complex analytical results
- Familiarity with SQL databases and data warehousing concepts
- Professional Attributes
- Demonstrated eagerness to learn and adopt new techniques in deep learning and artificial intelligence
- Strong analytical thinking and problem-solving capabilities
- Excellent communication skills with ability to present technical concepts to non-technical stakeholders
- Self-motivated individual who takes initiative and drives projects to completion
- Collaborative mindset with experience working in cross-functional teams
Benefits
Professional GrowthOpportunity to work with cutting-edge AI technologies at enterprise scaleAccess to advanced training programs and certification opportunitiesMentorship from industry leaders in AI and risk managementClear career progression paths within our growing AI organizationImpact & InnovationDirect influence on business decisions affecting millions of customersCollaboration with diverse teams across the largest telecommunications network in the PhilippinesExposure to complex, real-world challenges at the intersection of finance, risk, and technologyOpportunity to experiment with innovative approaches and emerging technologiesEqual Opportunity EmployerGlobe's hiring process promotes equal opportunity to applicants, Any form of discrimination is not tolerated throughout the entire employee lifecycle, including the hiring process such as in posting vacancies, selecting, and interviewing applicants.Globe's Diversity, Equity and Inclusion Policy Commitment can be accessed hereMake Your Passion Part of Your Profession. Attracting the best and brightest Talents is pivotal to our success. If you are ready to share our purpose of Creating a Globe of Good, explore opportunities with us.Equity / stock options
Additional Information
At Globe, our goal is to create a wonderful world for our people, business, and nation. By uniting people of passion who believe they can make a difference, we are confident that we can achieve this goal. Job Description Globe Telecom, the Philippines' leading telecommunications company, is seeking a talented Data Scientist to join our Credit Risk Management & Finance AI Department. This role offers the opportunity to drive data-driven insights and develop advanced machine learning solutions that directly impact our portfolio performance and business strategy across our diverse services.
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