Mô Tả Công Việc
Responsibilities
- Leads team to design and develop programs, algorithms and automated processes to cleanse, integrate and evaluate large datasets from disparate sources and implement complex business logic as needed with the available data processing tools.
- Integrates new data sources to increase throughput of existing systems, manages data pipelines that facilitate robust analysis, and sources và prepares data to ensure data completeness on metadata platforms.
Data Architecture
- Deliver functionality required for business and data analysts, data scientists and other business roles to advance the overall analytic performance and strategy of the bank
- Build the best practices and strategies for data infrastructure to fulfill data analytic and utilization needs of the business with emerging latest technologies and capabilities.
- Guide the team or teams in identifying opportunities to manage data and provide solutions for complex data feeds within the bank.
- Evaluate various data architectures in the bank and utilize them to develop data solutions to meet business requirements.
- Drive the delivery of data products and services into systems and business processes in compliance with internal regulatory requirements.
- Oversee the review of internal and external business and product requirements for data operations and activity and suggests changes and upgrades to systems and storage to accommodate ongoing needs.
Data Integration
- Strategically obtain and integrate data and information from various sources into the firm’s platforms, solutions and statistical models.
- Lead discussion with Data Scientists to understand the data requirements and create re-usable data assets to enable data scientists to build and deploy machine learning models faster.
- Design, build, and maintain optimized data pipelines and ETL solutions as business support tools in providing analysis and real time analytics platform for critical decision-making.
- Ensure data assets are organized and stored in an efficient way so that information is high quality, reliable, flexible, and efficient.
Project Management
- Manage project conflicts, challenges and dynamic business requirements to keep operations running at high performance.
People Management
- Attract, onboard and retain the right talents for a high- performing team
- Communicate team and individual KRAs/ KPIs, goals, action plan, expectations and results to team members
- Manage team performance & provide feedback regularly (following the annual performance management cycle);
- Enable team member’s professional and personal development through capability assessment, training, coaching & feedback, etc.
- Motivate and recognize team members’ contributions towards the team’s shared goals
- Responsible for developing talents within the team
- Act as a role model and promote corporate culture at sub- function level
- Understand & communicate relevant HR offerings to team members.
Yêu Cầu Công Việc
Qualifications
- Bachelor's or Master’s degree in Statistics, Mathematics, Quantitative Analysis, Computer Science, Software Engineering or Information Technology
- 8+ years of relevant experience with developing, debugging, scripting and employing big data technologies (e.g. Hadoop, Spark, Flink, Kafka, Arrow, Tableau), database technologies (e.g. SQL, NoSQL, Graph databases), and programming languages (e.g. Python, R, Scala, Java, Rust, Kotlin)
- Fluent English is mandatory