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Big Data Engineer
2 months ago
We are seeking a highly skilled Data Engineer to join our Data Platform Singapore Business Partnering (DPSG BP) team. As a key member of our team, you will play a crucial role in empowering the TikTok Business with data.
Your primary responsibility will be to design and build data transformations efficiently and reliably for different purposes, such as reporting, growth analysis, and multi-dimensional analysis. You will also be responsible for designing and implementing reliable, scalable, robust, and extensible big data systems that support core products and business.
In addition, you will establish solid design and best engineering practices for engineers as well as non-technical people. You will develop and implement techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software.
You will apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets. You will visualise, interpret, and report data findings and may create dynamic data reports as well.
Key Responsibilities- Design and build data transformations efficiently and reliably for different purposes
- Design and implement reliable, scalable, robust, and extensible big data systems that support core products and business
- Establish solid design and best engineering practices for engineers as well as non-technical people
- Develop and implement techniques and analytics applications to transform raw data into meaningful information
- 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
- Bachelor or Masters degree in Computer Science or related technical field or equivalent practical experience
- At least 3 years of experience in the Big Data technologies (Hadoop, M/R, Hive, Spark, Metastore, Presto, Flume, Kafka, ClickHouse, Flink etc.)
- Experience with performing data analysis, data ingestion and data integration
- Experience with schema design and data modeling
- Experience with ETL (Extraction, Transformation & Loading) and architecting data systems
- Experience in writing, analysing and debugging SQL queries
- Experience in data privacy and security related projects
- Deep understanding of various Big Data technologies
- Passionate and self-motivated about technologies in the Big Data area
- Solid communication and collaboration skills
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
