职位描述
Responsibilities
- Data Governance – Establishes policy and governance practice ensuring Data across systems is complete and correct necessary to accurate analysis, and controls security and privacy on Data
- Problem-solving on data quality, duplication, misclassification, incompleteness, inconsistency and etc.
- Establish deep understanding on the various business models and Data-flow with the different departments and Management necessary to visualize Data in a business context understandable by the Management
- Design and manage full life-cycle of BI Dashboards – developing models for facilitating KPI analysis, trends and patterns recognition, insights, opportunities, risk, etc.
- Ability to normalize, transform and cleanse Data from multiple sources to a data warehouse ensuring Data a sustainable and credible source for building and developing BI
- Develop BI Dashboard prototypes and collaboration with the Management through a continuous refinement process necessary for the Management to execute actionable decisions leveraging insights visualized/presented
- Configure, deploy and maintain database servers, performance tuning, and design a data scheme ensuring the content in data repository can support the analytics
- Any other duties as assigned
Requirements
- 6 or more years of working experience in the Leasing Industry or Financial Industry
- Detail oriented with an inquisitive and creative mindset towards Data necessary to illustrate actionable representation of Data to the Management
- Strong analytical skills and logical thinking necessary to harness insights from Data
- Excellent communication and collaboration skill
- Team-oriented and ability to work under minimum supervision meeting tight deadlines/timelines
- Experience with Extraction-Transformation-Load (ETL) tools such as Alteryx, Informatica, Talend, SSIS, etc.
- Experience with semi-structured data and unstructured data handling
- Experience with BI tools such as Tableau, Qlik, Fine BI, etc.
- Experience building Predictive Models leveraging Logistic Regression, Generalized Linear Model (GLM), Neural Networks, Ordinary Least Squares, etc.
- Experience with Data Modeling leveraging Conceptual, Logical; and Physical modeling
- Experience with Data-warehouse leveraging relational and non-relational database systems
- Strong hands-on experience with JAVA, SQL, Oracle, Scripting, R, Python, etc.
