Senior Big Data Engineer - Recommendation Systems Architecture

BYTEDANCE PTE. LTD.; Singapore; Presencial; SGD 120.000 - 180.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Positive team atmosphere

Career growth opportunity

Paid leave

Descripción de la vacante

ByteDance is seeking an experienced engineer to help build and optimize our Recommendation Architecture Team’s data infrastructure. You will design offline data architectures for large-scale systems and develop scalable storage and compute platforms to support massive datasets and real-time needs.

You will also troubleshoot production systems, implement robust tooling, and apply data mining, NLP, and ML techniques to extract insights.

Formación

• Bachelor’s degree or higher in CS, software engineering, or related field.
• Familiar with open source big data frameworks like Hadoop, Spark, Kafka.
• Proficient in Java, C++, and other programming languages.
• Strong coding and troubleshooting ability.

Responsabilidades

• Design and implement a reasonable offline data architecture for large-scale recommendation systems
• Design and implement flexible, scalable, stable and high-performance storage and computing systems
• Trouble-shooting of the production system, design and implement the necessary mechanisms and tools to ensure the stability of the overall operation of the production system
• Build industry-leading distributed systems such as storage and computing to provide reliable infrastructure for massive data and large-scale business systems
• 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

Conocimientos

Big data frameworks

Java

C++

Distributed systems

Troubleshooting

Educación

Bachelor's degree or above in computer science, software engineering, or a related field

Herramientas

Hadoop

Hive

Flink

Spark

Kafka

ElasticSearch

Redis

RocksDB

Cassandra

Descripción del empleo

ByteDance is seeking an experienced engineer to help build and optimize our Recommendation Architecture Team’s data infrastructure. You will design offline data architectures for large-scale systems and develop scalable storage and compute platforms to support massive datasets and real-time needs.

You will also troubleshoot production systems, implement robust tooling, and apply data mining, NLP, and ML techniques to extract insights.