VPBank is currently one of the fastest growing banks in Vietnam, providing a wide range of services and trusted by many customers. VPBank pays special attention to improving operational efficiency through data-driven activities.
The job holder is responsible for applying machine learning engineering approaches and best practices to package data analytic models for deployment, in the form of software applications or APIs to be used by consumers to run the models.
Key accountabilities:
Partner data scientists in applying data science and engineering techniques in packaging data analytic models for assessing customers’ behaviors and enhancing operational efficiency.
Proactively execute and lead data science and machine learning projects to drive business outcomes.
Develop front-end user interfaces, interactive visualizations and dashboards to deliver insights for consumers.
Leverage on premise and cloud based big data platforms to refactor and optimize code for production.
Develop machine learning models to help business units in various problems including customer churn and cross-selling products to customers
Automate data and machine learning engineering processes
Conduct research on modern methods for machine learning and engineering.
Working with other centers/departments in EDA as well as Business Units to understand business problems so as to support them in better utilizing machine learning
Support other centers/departments in providing predictive and prescriptive analyses when needed
Training other EDA team members on machine learning
Yêu Cầu Công Việc
Job requirements:
Bachelor degree in Business, Mathematics, Statistics, Engineering, Computer Science or other related majors
Min 3 years (senior level) and 5 years (expert level) of solid experience in data science, machine learning engineering or big data engineering.
Knowledge of statistical and predictive modeling concepts, machine learning approaches, clustering and classification techniques
Proficiency in SQL and at least one programming language R/Python
Proficiency in big data technologies, distributed computing, software and visualization development
Ability to adapt well in changing environment & self-learning
What we offer:
Attractive income, competitive salary and bonus according to ability (16-18 month package)
Bonus on Holidays and New Year (according to banking policy from time to time)
Get preferential loans according to the bank's policy from time to time
Attractive leave mode according to job rank (12-18 paid leaves/year)
Compulsory insurance according to labor law & VPBank care insurance for employees depending on rank and working time
Participate in training courses depending on the Training Framework for each position
Dynamic, friendly working environment with many opportunities for training, learning and development; participate in many interesting cultural activities (sports event, talents, teambuilding activities...)
