Big Data Engineer, TikTok - Singapore - TIKTOK PTE. LTD.

TIKTOK PTE. LTD. Singapore

1 week ago

Description

Roles & Responsibilities

Responsibilities

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

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.

Qualifications

At least 3 years in software engineering and 2 years of relevant experience in data engineering

Proficient in creating and maintaining complex ETL pipeline 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)

Excellent interpersonal and communication skills with the ability to engage and managing internal and external stakeholders across all levels of seniority

Strong collaboration skills with the ability to build rapport across teams and stakeholders

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.

Tell employers what skills you have

Machine Learning
Streamlining
Modeling
Big Data
Data Modeling
Natural Language Processing
Hadoop
Business Partnering
Software Engineering
ETL
Reliability
Data Engineering
Design Writing
Data Mining
SQL
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