Software Engineer - Backend, Marketplace - Data Science Team
Singapore
The mission of the Marketplace Data team is to build sustainable and scalable data products to promote the business and mission of Shopee marketplace by analyzing massive item and user related data, producing reliable predictive business insights and data-driven services, maximising the effectiveness of marketing campaigns as well as providing personalised e-commerce experiences based on all-round item profiling and user profiling data and information.
Job Description
- Work closely with the marketplace data scientist team and internal stakeholders to build machine learning and data science pipelines.
- Write high-quality, clean, elegant, and reusable code; build common libraries.
- Understand necessary data science project requirements to implement and deploy data science applications and provide high performance, high availability, scalability API service.
- Working with data scientists on the design of reinforcement learning or online learning systems which helps to optimise product performance.
Minimum Requirements
- Masters or PhD in Computer Science, Engineering or fields related to data mining preferred.
- 2 years of industry experience as a software engineer writing production code in at least 2 programming languages (e.g., Python, Golang, etc) and Unix/Linux system and comfortable working with large datasets and real-time streaming data.
- Good experience in building highly secure and scalable API services using python and golang.
- Good knowledge in distributed data platforms and processing frameworks such as Hadoop, Spark, Flink, etc.
- Good experience in Linux development environments and shell scripting.
- Practical development experience in databases like Cassandra, ScyllaDB, Redis.
Preferred Requirements
- Knowledge of Continuous Integration and continuous delivery (CICD) .
- Experience in using Docker and K8s.
- Great passion to design and implement data science systems.
Tags: APIs Cassandra Computer Science Data Mining Docker E-commerce Engineering Flink Golang Hadoop Linux Machine Learning PhD Pipelines Python Spark Streaming
Perks/benefits: Career development
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Data Manager jobs
- Open Sr Data Engineer jobs
- Open Power BI Developer jobs
- Open Principal Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Business Intelligence Developer jobs
- Open Junior Data Scientist jobs
- Open Data Scientist II jobs
- Open Product Data Analyst jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Business Data Analyst jobs
- Open Big Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Manager, Data Engineering jobs
- Open Azure Data Engineer jobs
- Open Junior Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Data Product Manager jobs
- Open Principal Data Scientist jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open GCP-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Java-related jobs
- Open Privacy-related jobs
- Open Data visualization-related jobs
- Open Finance-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Snowflake-related jobs
- Open Consulting-related jobs
- Open TensorFlow-related jobs
- Open PhD-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open LLMs-related jobs
- Open Data warehouse-related jobs
- Open Databricks-related jobs