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SHEIN

Global fashion e-retailer with on-demand manufacturing

Senior Data Engineer 1

AI Application EngineeringConfirmed live in the last 24 hours
Full-timeSan Diego, CA, USAIn-person

About the Job

Requirements

  • A bachelor's degree in Computer Science, Engineering, Information Systems, or an equivalent technical discipline is required.
  • At least 3 years of software, machine learning, data, or platform engineering experience is required, including hands-on ownership of production systems, services, or developer-facing tools.
  • Strong Python and SQL skills, software-engineering fundamentals, and practical understanding of databases, APIs, data pipelines, and distributed systems are required.
  • Hands-on experience building Generative AI or large language model applications using one or more of retrieval-augmented generation or retrieval, embeddings, tool or function calling, agents, prompt workflows, or model APIs is required.
  • Experience productionizing services, automation, or data or machine-learning workloads with testing, continuous integration and continuous delivery, monitoring, logging, security considerations, and incident troubleshooting is required.
  • Strong ownership and communication skills are required, including translating ambiguous engineering pain points into focused, measurable solutions and working effectively with geographically distributed teams.

Responsibilities

  • Build and productionize Generative AI and large language model solutions for BDE workflows, including code and SQL assistance, metadata and lineage discovery, data retrieval, and engineering knowledge access.
  • Develop retrieval-augmented generation and agentic workflows that connect engineering documentation, standard operating procedures, databases, metadata, logs, APIs, and internal platforms using appropriate evaluation, guardrails, and access controls.
  • Improve BDE operational efficiency through AI-assisted incident triage, log and alert analysis, root-cause analysis, and repeatable workflow automation.
  • Integrate AI capabilities into reusable internal services and developer tools, and establish monitoring, feedback loops, quality metrics, and adoption measures to move solutions from prototype to sustained production use.
  • Partner with Data Engineering, AI, site reliability engineering, Database, Platform, and global teams to identify high-value use cases and integrate solutions into existing data workflows.
  • Own scoped projects independently from problem definition through implementation and production support, and contribute to practical engineering standards and documentation.

Desired Qualifications

  • Experience with Spark, Flink, Kafka, Hive or lakehouse systems, Airflow, Kubernetes, or similar large-scale data technologies.
  • Experience with metadata or lineage, enterprise search or knowledge systems, developer productivity, data retrieval, observability, or incident and root-cause-analysis automation.
  • Familiarity with cloud-scale data platforms and modern table formats such as Paimon, Iceberg, or Delta Lake.
  • Experience driving adoption of internal AI tools or working in high-scale e-commerce or data-platform environments.

About the Company

SHEIN

Global fashion e-retailer with on-demand manufacturing

SHEIN is a global online fashion and lifestyle retailer that serves customers in more than 150 countries with affordable products. It operates through an on-demand manufacturing model that links suppliers to an agile supply chain, reducing inventory waste and enabling a wide range of items to be produced as orders come in. Customers shop via SHEIN’s online platforms, placing orders that are fulfilled through its network of suppliers and factories. This approach differs from many traditional retailers by relying on on-demand production and a data-driven, far-reaching supply chain to quickly respond to trends while keeping costs low. The company’s goal is to make fashion and lifestyle products accessible to people worldwide by connecting suppliers through its efficient, responsive system.

Company size
10,001+
Company stage
IPO
Headquarters
Singapore, Singapore
Founded
2010

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