Design, implement and deliver 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. Work closely with IT Development Team/ IT Division to turn machine learning models into production-ready applications.
MÔ TẢ CÔNG VIỆC
- Understand "pain points" from the business, analysis, prepare data, develop statistical model development/Machine learning algorithms/other AI techniques
- Implement or operationalize the model with the help of IT/self for batch implementation which depends on the type of model
- 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
- Research on the new trends in Analytics (Tools, Algorithms, technologies) and implement them in ACB
- Identify areas of improvements in ACB Business landscape and propose solutions with the help of Advanced Analytical
YÊU CẦU CÔNG VIỆC
1/ Educational Qualifications
- Minimum graduated from University or above / or Master degree in Economics / Statistics / Mathematics
2/ Relevant Knowledge/ 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 work management, implementation and monitoring
- Skill of communication, human relations, building relationships with stakeholders
- Identification and problem solving skills
- Critical thinking skills
- Team building, team leader and teamwork skills
- Training, guidance skills
- Presentation and negotiation skills
- Analysis and conflict management skills
- Coordinating personnel and work skills
- Building relationships with customers skills
4/ Relevant Experiences
- At least 5 years experience of management position
- +5 years experience of Advanced Analytics/ Machine Learning/ Deep Learning in bank (must have)
- Having a broad knowledge of business related to advanced analysis
5/ Personal Characteristic
- High sense of leadership and 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