We are looking for a Senior Data Engineer who will play a key role in designing, building, and maintaining data ingestion frameworks and scalable data pipelines. The ideal candidate should have strong expertise in platform architecture, data modeling, and cloud-based data solutions to support real-time and batch processing needs.
What youll be doing:
Design, develop, and optimiseDBT modelsto support scalable data transformations
Architect and implementmodern ELT pipelinesusingDBTand orchestration tools likeApache Airflow and Prefect
Leadperformance tuning and query optimizationfor DBT models running onSnowflake, Redshift, or Databricks
Implement robust data ingestion processes from multiple sources, including manufacturing execution systems (MES), Manufacturing stations, and web applications
Manage and monitororchestration tools(Airflow, Prefect) for automated DBT model execution
ImplementCI/CD best practicesfor DBT, ensuringversion control, automated testing, and deployment workflows
Troubleshootdata pipeline issuesand provide solutions for optimizingcost and performance
What youll have:
5+ years of hands-on experience with DBT, includingmodel design, testing, and performance tuning
5+ years of Strong SQL expertise with experience inanalytical query optimizationanddatabase performance tuning
5+ years of programming experience, especially inbuilding custom DBT macros, scripts, APIs, working with AWS services using boto3
3+ years of Experience withorchestration toolslikeApache Airflow, Prefectfor scheduling DBT jobs
Hands-on experience inmodern cloud data platformslikeSnowflake, Redshift, Databricks, or Big Query
Experience withAWS data services(S3, Lambda, Step Functions, RDS, SQS, CloudWatch)
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Familiarity with serverless architectures and infrastructure as code (CloudFormation/Terraform)
Ability to effectively communicate timelines and deliver MVPs set for the sprint
Strong analytical and problem-solving skills, with the ability to work across cross-functional teams
Nice to haves:
Experience in hardware manufacturing data processing
Contributions to open-source data engineering tools
Knowledge of Tableau or other BI tools for data visualization
Understanding of front-end development (React, JavaScript, or similar) to collaborate effectively with UI teams or build internal tools for data visualization
Skills
Data VisualizationData ModelingData ProcessingVisualizationData EngineerBig QuerySql
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About Company
Aeva's mission is to bring perception to new places. Aeva's technology is uniquely able to detect instant velocity and long range with high resolution. Aeva is built by a team of experts in sensing and perception from leading consumer electronics and automotive companies.
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