3 days ago
Ho Chi Minh City, VietnamMid Level
Responsibilities
- Design and build automated ETL/ELT pipelines for data from call centers, DMS platforms, social platforms, and third-party APIs.
- Develop pipeline scheduling, monitoring, alerting, incremental processing, deduplication, and change data capture strategies.
- Maintain and optimize data pipelines for performance, cost, reliability, and maintainability.
- Build and maintain a metadata catalog and semantic layer documenting datasets, tables, columns, data types, business logic, and relationships.
- Establish documentation standards for new datasets and schema changes and validate the semantic layer for AI-driven data exploration.
- Implement automated data quality checks and monitoring for completeness, accuracy, consistency, freshness, anomalies, and failures.
- Establish data lineage, data ownership, access policies, and retention rules.
- Prepare feature stores, training datasets, and inference data feeds for AI/ML workloads.
- Build and maintain data APIs or serving layers for real-time and near-real-time AI data consumption.
- Collaborate with technical, AI, project, and client teams on data architecture, integrations, requirements, and operational workflows.
Requirements
- Experience or capability in designing, building, and maintaining data infrastructure and automated ETL/ELT pipelines.
- Ability to implement data quality checks, monitoring, alerting, lineage tracking, metadata catalogs, and semantic layers.
- Knowledge of data preparation for AI/ML workloads, including feature stores, training datasets, inference feeds, model evaluation, and monitoring data.
- Ability to define and enforce data documentation, ownership, access, and retention standards.
- Ability to work with technical teams, AI teams, project teams, and clients and provide technical guidance on data solutions.
Benefits
- Full-time employment.
- Fixed-term contract.
- Work location: Ho Chi Minh City.
- Brand: Merkle.
Categories
Data Engineering
About Dentsu
Dentsu is a global advertising and marketing services group that plans and buys media, develops creative campaigns, and builds data- and technology-led customer experiences for brands. It earns revenue from agency fees and media services across a network that includes Carat, iProspect, and Merkle. Founded in 1901 and headquartered in Tokyo, Dentsu is publicly traded in Japan and serves clients across many sectors worldwide.