Network Data Scientist

Posted 2 Days Ago
West Perry Center, NY, USA
In-Office
Mid level
Digital Media • Information Technology • Marketing Tech • Mobile
The Role
Design, develop, and deploy statistical and ML models to generate descriptive, predictive, and prescriptive insights for network performance and subscriber experience. Perform data discovery, mining, root-cause and causal analysis across large internal and third-party datasets. Support network planning, optimization, capacity forecasting, and site availability improvements. Collaborate with cross-functional teams and communicate findings to technical and non-technical stakeholders to drive operational and strategic decisions.
Summary Generated by Built In

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 Designs, develops, and deploys statistical models, machine learning solutions, and advanced analytics to deliver descriptive, diagnostic, predictive,
and prescriptive insights aligned with organizational and network strategy objectives. Translates complex network and subscriber data into actionable,
data-driven recommendations that improve network performance, guide investment decisions, and enhance customer experience.
● Provides analytical and data science support to the Network Perception and Insights section and the Network Analytics section, enabling deeper
understanding of network performance, subscriber experience, and competitive positioning through advanced analytics and AI/ML-driven insights.
● Leads data discovery and data mining efforts across diverse network datasets, uncovering hidden patterns, anomalies, and relationships from
large-scale internal and external data sources. Translates complex, multi-dimensional network data into actionable, data-driven recommendations that
improve network quality, optimize resources, and enhance subscriber experience.

  • Develops and oversees predictive and prescriptive models to support network planning, optimization, and performance management (e.g., capacity●
    forecasting, site prioritization, experience-driven optimization, and site availability prediction).
  • Applies statistical analysis, machine learning, and AI techniques to network performance (KQI/KPI), subscriber experience (CEI, NPS), site availability,
    and business outcome data.
  • Conducts root-cause analysis, post-mortem modeling, and correlation/causal studies across network events, programs, incidents, and site downtime
    drivers (e.g. customer perception regression analysis - NPS drivers etc ).
  • Supports business and operational domains by delivering advanced analytics use cases, including network–marketing claim validation, network
    experience-to-revenue modeling, network–business performance correlation, and site availability optimization.
  • Leverages third-party and competitive datasets (e.g., Ookla, FB Meta, VOC surveys) to enrich internal analyses and improve model robustness.
  • Leads data discovery and exploratory analysis, identifying trends, anomalies, and high-value patterns across multi-source network and operational data.
  • Collaborates with cross-functional teams (Network Perception Insights / Network Analytics in NAI and other divisions like in Network Access, Core,
    Transport, Planning & Engineering, and Operations etc) to apply insights to site planning, upgrades, capacity optimization, and site uptime improvement.
  • Communicates complex analytical results clearly to technical and non-technical stakeholders, enabling informed decision-making at operational and leadership levels.
  • Ensures analytics outputs are actionable, aligning models and insights to strategic objectives, operational needs, site availability, and subscriber-centric network improvements.

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 here

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.

Skills Required

  • Design, develop, and deploy statistical models, machine learning solutions, and advanced analytics
  • Translate complex network and subscriber data into actionable, data-driven recommendations
  • Lead data discovery and data mining across large-scale internal and external network datasets
  • Develop predictive and prescriptive models for network planning, optimization, and performance management
  • Apply statistical analysis, machine learning, and AI techniques to KQI/KPI, CEI, NPS, site availability and business outcome data
  • Conduct root-cause analysis, post-mortem modeling, and correlation/causal studies across network events and incidents
  • Leverage third-party and competitive datasets (e.g., Ookla, FB Meta, VOC surveys) to enrich analyses
  • Collaborate with cross-functional network teams to apply insights to planning, upgrades, capacity and uptime improvements
  • Communicate complex analytical results to technical and non-technical stakeholders clearly
  • Ensure analytics outputs align with strategic objectives and are actionable for operational needs
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The Company
8,380 Employees
Year Founded: 1935

What We Do

Globe Telecom Inc is a leading Philippine digital solutions platform primarily focused on telecommunications. The company provides a comprehensive suite of products and services, including mobile, home broadband, corporate data, and fixed-line voice. In addition to connectivity, Globe focuses on venture capital, venture building, shared services, and digital marketing solutions to empower Filipinos with reliable communication and digital tools.

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