Data Scientist - Portfolio Analytics & AI Innovation

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.

Key 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

What We Offer

Professional Growth

• Opportunity to work with cutting-edge AI technologies at enterprise scale

• Access to advanced training programs and certification opportunities

• Mentorship from industry leaders in AI and risk management

• Clear career progression paths within our growing AI organization

Impact & Innovation

• Direct influence on business decisions affecting millions of customers

• Collaboration with diverse teams across the largest telecommunications network in the Philippines

• Exposure to complex, real-world challenges at the intersection of finance, risk, and technology

• Opportunity to experiment with innovative approaches and emerging technologies

Equal Opportunity Employer
Globe’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

Make 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.