Data Scientist

apartmentFirst Gen Corporation placePasig calendar_month 

The Data Scientist provides assistance essential to drive advanced analytics initiatives, ensuring data-driven insights and improved decision-making.

Trader's Short-Term Forecasting (STPF) management
  • Retrain traders' STPF model on demand on an ongoing basis
  • Monitor model performance through key metrics (e.g., MAPE, RMSE) and implements enhancements to improve forecast accuracy and reliability
  • Maintain the necessary databases and computing environments to iterate on forecasts effectively
  • Document forecasting methodologies, model assumptions, and version histories to support transparency and reproducibility
Customer Analytics as a Service
  • Extract and transform data from the enterprise data warehouse to conduct exploratory data analysis (EDA) and deep-dive analytics on customer energy consumption, billing, and other key energy attributes to identify trends, anomalies, and opportunities.
  • Develop and implement advanced analytical models and techniques to generate actionable insights from customer data.
  • Build and maintain reports and dashboards to support energy analytics solutions for various customers.
Special Projects
  • Address predictive and prescriptive analytics requirements as needed for upcoming initiatives.
  • Explore Big Data Analytics (EDA) and utilize diverse data sources to enhance profiling and forecasting for both commercial and residential buildings and other customer profiles
  • Assist in developing data models to support energy-related analyses d. Assist in building and maintaining automated data pipelines for customer data analysis
Qualification Requirements
  • Bachelor's degree, preferably in Data Analytics or Data Science or equivalent
  • At least 2 years of relevant work experience
  • Must be proficient in the use of Microsoft Office(Excel, Word, and PowerPoint) and Google Workspace (GDocs, GSheets, GSlides)
  • Experience with Python and machine learning libraries (e.g. scikit-learn)
  • Experience with Tableau, Google Cloud Platform, Talend, and Snowflake is a plus. Creative, self-disciplined, and capable of identifying and independently completing critical tasks, with a sense of urgency
  • Excellent communication skills, both written and verbal, with technical and non-technical audiences 8. High level of personal integrity, dependability, and initiative
Qualification Requirements
  • Bachelor's degree, preferably in Data Analytics or Data Science or equivalent
  • At least 2 years of relevant work experience
  • Must be proficient in the use of Microsoft Office(Excel, Word, and PowerPoint) and Google Workspace (GDocs, GSheets, GSlides)
  • Experience with Python and machine learning libraries (e.g. scikit-learn)
  • Experience with Tableau, Google Cloud Platform, Talend, and Snowflake is a plus. Creative, self-disciplined, and capable of identifying and independently completing critical tasks, with a sense of urgency
  • Excellent communication skills, both written and verbal, with technical and non-technical audiences 8. High level of personal integrity, dependability, and initiative
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