Big Data Engineer - Data Platform, Global E-Commerce

BYTEDANCE PTE. LTD.; Singapore; Vor Ort; SGD 90.000 - 150.000; Vollzeit

Benefits dieser Stelle

Career growth opportunity

Paid leave

Industry experts

Meals provided

Zusammenfassung

TikTok Singapore is seeking a Data Platform Data Engineer to empower the business with batch and streaming data, building a scalable Data Warehouse and data products that enable smarter decisions. You will translate requirements into technical designs, develop ETL pipelines, and collaborate with analytics teams to deliver metrics and dashboards.

The role emphasizes data modeling, data products, and ongoing improvements to data systems in a fast-growing tech environment.

Qualifikationen

• At least 3 years in software engineering with 2+ years in data engineering.
• Proficiency in creating and maintaining complex ETL pipelines end-to-end.
• Familiar with data warehouse concepts and modeling for production.

Aufgaben

• Translate business requirements & end-to-end designs into technical implementations for batch and real-time data warehouse.
• Manage data modeling design, writing, and optimizing ETL jobs.
• Collaborate with business teams to build data metrics from the data warehouse.
• Build and maintain data products and dashboards for decision support.
• Participate in rollouts, upgrades, and releases of data system changes.
• Develop analytics applications to transform raw data into meaningful information.

Kenntnisse

End-to-end ETL

Data warehouse design

Batch & real-time data processing

Data modeling

Stakeholder engagement

Ausbildung

Degree in Computer Science / related field

Tools

Hive

Spark

Flink

NoSQL (HBase)

Jobbeschreibung

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect - and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day. We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

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.

Job highlights

• Career growth opportunity
• Paid leave
• Industry experts
• Meals provided

Responsibilities

Team Introduction

The mission of the Data Platform Singapore Business Partnering (DPSG BP) team is to empower the 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!

Responsibilities

• 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.

Minimum Qualification(s):

• At least 3 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 (e.g. Hive, Spark, Flink).
• Familiar with at least 1 NoSQL database is a plus (e.g. HBase).

Preferred Qualification(s):

• 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.