Data Analyst (SG)- FinTech Startup
Our client is a fast-growing and exciting FinTech start-up based in Singapore. They are a pioneer in this field as agnostic super-lenders, and they provide their investors access to a portfolio of loans with double-digit returns. Their goal is to fill a consumer and corporate credit gap that banks are unable to serve.
Understand the client’s business needs and how our technology can help
Lead the discussion with the client on the best solution
Build a project analysis framework for the business solution – create analysis plan, work on hypotheses to test, build models, etc.
Guide the team in the processing, cleansing, and verifying the integrity of data used
Apply data mining techniques and statistical analysis to uncover insights from data
Present results in a visual and client-ready manner using existing tools
Create standard procedures, process and best practices for the Big Data analysis to be used for current and succeeding projects
3+ years of experience in preparing datasets (big data, preferably) and building statistical models.
Significant experience in machine learning
Bachelor's or Master’s degree in Statistics or Data Science
Strong understanding of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
Advanced skills and daily usage of big data software such as Tableau, Qlikview, Python, R
Advanced skills in standard MR data tools such as SPSS, Excel, Q is a plus
Experience in using data mining tools/library such as Pyspider, MechanicalSoup, Beautiful Soup, Scrapy, rvest is a plus
Knowledge of SQL query, and experience in using DB tools such as DBeaver is a plus
Knowledge of digital marketing (i.e. Google Analytics, SEM, Programmatic Advertising) is a plus
High Level of professionalism and integrity
Drive to learn and master new technologies and techniques
Strong problem-solving skills – able to find various ways to solve problems and decide which solution to move forward
Ability to work under pressure and tight timings
Team oriented, but highly independent for their own projects
High level of organizational skills and ability to prioritize
Excellent verbal and written language skills for English (required)