Team Introduction
The mission of the Data Platform Singapore Business Partnering (DPSG BP) team is to empower the TikTok Business with data.
Our goal is to build a Data Warehouse that can cater to batch and streaming data, Data Products that provide useful information to build efficient data metrics & dashboards which will be used to make smarter business decisions to support business growth.
If you're looking for a challenging ground to push your limits, this is the team for you! - Translate business requirements & end to end designs into technical implementations and responsible for building batch and real-time data warehouse
- Manage data modeling design, writing, and optimizing ETL jobs
- Collaborate with the business team to building data metrics based on data warehouse
- Responsible for building and maintaining data products - Involvement in rollouts, upgrades, implementation, and release of data system changes as required for streamlining of internal practices
- Develop and implement techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software.
- Apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets.
- Visualise, interpret, and report data findings and may create dynamic data reports as well.
- At least 5 years in software engineering and 2 years of relevant experience in data engineering
- Proficient in creating and maintaining complex ETL pipelines end-to-end while maintaining high reliability and security
- Familiar with data warehouse concept and have production experience in modeling design
- Familiar with at least 1 distributed computing engine (.
Hive, Spark, Flink)
- Familiar with at least 1 NoSQL database is a plus (.
HBase)
- Excellent interpersonal and communication skills with the ability to engage and manage internal and external stakeholders across all levels of seniority - Strong collaboration skills with the ability to build rapport across teams and stakeholders