HO - Advanced Analytics Specialist (Banking Models)
- Design predictive analytics and machine learning models for appropriate business functions.
- Extract novel insights from internal and public datasets to improve outcomes and economics of banking services.
- Provide high-quality and proficient support for the work across the data and analytics spectrum including data collection, analysis, modeling and visualization.
- Understand "pain points" from the business, analyze, prepare data, develop statistical model development/ Machine learning algorithms/ other AI techniques as: Implemented models including upselling, cross-selling, and churn prediction to optimize sales strategies and improve customer retention
- Collaborate with data analysts and external analytics stakeholders, inclusive of data analytics, data warehousing, and data engineering teams in designing and implementation of data
- Perform tracking and optimization of implemented/operationalized models
- Provide advanced analytics focus on forecasting future events and behaviors, enabling businesses to conduct what-if analyses to predict the effects of potential changes in business strategies
- Digital Transformation Projects: Participated in projects related to credit cards, productivity, loans, collections, data platform
Requirement:
1/ EducationaI QuaIifications
- Minimum graduated from University or above/ or Master degree in Economics/ Statistics/ Mathematics
2/ Relevant KnowIedge/ Expertise
- Proficient in Python, R
- Hands-on experience on Machine Learning, Deep Learning, statistics
- Skillful in using Excel, PowerPoint and Word as the primary working tools
3/ Skills
- Quick and flexible learning skills to adapt to new things and work on multiple tasks
- Skill of communication, human relations, building relationships with stakeholders.
- Identification and problem-solving skills
- Critical thinking skills
- Teamwork skill
- Presentation and negotiation skills
- Analysis and conflict management skills
4/ Relevant Experiences
- +3 years of experience in Advanced Analytics/ Machine Learning/ Deep Learning
- Having a broad knowledge of banking, finance related to advanced analysis
5/ Personal Characteristic
- High sense of responsibility, honest, careful, accurate and sensitive in work
- Creativity and creating team spirit
- Be proactive and enthusiastic in work
- Confident, creative, dynamic
- High customer service spirit
- Have the spirit of cooperation and support each other