Big Data Engineer - Flexible Hours & Stock Options

TIKTOK PTE. LTD.; Singapore; On-site; SGD 60,000 - 90,000; Full time

Benefits offered by this job

Yoga and fitness

Stock options

Positive team atmosphere

Career growth opportunity

Paid leave

Flat organization

100+ mil users

Industry experts

Competitive compensation

Flexible hours

Job summary

TikTok is seeking a talented graduate to join our Live Recommendation Architecture Team in Singapore. You will help design and optimize the architecture for live broadcast recommendations, focusing on stability, scalability, and high availability across offline and online data paths.

As part of a fast-moving, global team, you will collaborate with machine learning engineers to build scalable storage and computing systems, apply data mining and ML techniques, and contribute to industry-leading

Qualifications

• Bachelor's or Master's degree in Artificial Intelligence, Software Development, Computer Science, Computer Engineering or a related discipline.
• Familiar with many open source frameworks in the field of big data: Hadoop, Hive, Flink, FlinkSQL, Spark, Kafka, HBase, Redis, RocksDB, ElasticSearch, etc.
• Familiar with Java, C++ and other programming languages.
• Strong coding and trouble shooting ability.

Responsibilities

• Design and implement offline data architecture for large-scale recommendation systems.
• Design scalable storage and computing systems for high performance.
• Trouble-shooting of the production system; ensure stable operation and high availability.
• Build distributed storage and computing infrastructure for massive data and large-scale business systems.
• Develop analytics to transform raw data into meaningful information using data-oriented programming languages and visualization software.
• Apply data mining, data modeling, NLP, and ML to extract and analyze information from large datasets.
• Visualize, interpret, and report data findings; may create data reports.

Skills

Java

C++

Troubleshooting

Agile

Product ownership

Creative problem solver

Team player

Collaboration

Education

Bachelor's or Master's degree in Artificial Intelligence, Software Development, Computer Science, Computer Engineering or related field

Tools

Hadoop

Hive

Flink

FlinkSQL

Spark

Kafka

HBase

Redis

RocksDB

ElasticSearch

Job description

TikTok is seeking a talented graduate to join our Live Recommendation Architecture Team in Singapore. You will help design and optimize the architecture for live broadcast recommendations, focusing on stability, scalability, and high availability across offline and online data paths.

As part of a fast-moving, global team, you will collaborate with machine learning engineers to build scalable storage and computing systems, apply data mining and ML techniques, and contribute to industry-leading