[LTA-TRO] SENIOR/ EXECUTIVE/ DATA ENGINEER - TRANSPORT AI PROGRAMME
Core
Design, build, and maintain data infrastructure and pipelines enabling AI models to access high-quality transport data for sensing, management, and optimization of Singapore's land transport network.
Role type
Senior Data Engineer (Transport AI)
Builds
Scalable data pipelines, data models, feature stores, and data platforms for AI workloads
Domain
Public sector / Government / Transport / AI Infrastructure
Deliverable
production ML models
Required skills
Python, SQL, Apache Spark, Apache Kafka, dbt, Airflow, cloud data platforms (AWS Glue, Azure Data Factory, Google Dataflow, Databricks), data warehousing, lakehouse architectures, real-time streaming data processing, feature stores, data governance, data quality tooling, metadata management
Preferred skills
Experience in regulated or critical infrastructure environments, experience building data pipelines for ML/AI workloads
Technologies
Python, SQL, Apache Spark, Apache Kafka, dbt, Airflow, AWS Glue, Azure Data Factory, Google Dataflow, Databricks
Responsibilities
Design and maintain scalable data pipelines for structured and unstructured transport data; Develop and manage data models, catalogues, and feature stores for AI training and inference; Ensure data quality, consistency, and lineage with validation and monitoring; Implement data governance practices including access controls, masking, and audit logging; Collaborate with AI architects and engineers to design performant, cost-efficient data infrastructure; Translate data requirements from data scientists into production-grade data products; Integrate external data sources from industry partners; Monitor production pipelines and support incident response
Seniority
Senior, hands-on IC
