Senior Data Engineer - Ads Measurement
Tasks
- Automate reconciliation processes for revenue operations
- Build batch feature computation for ML
- Build streaming and batch data pipelines
- Create data foundation for machine learning training pipelines
- Create data quality monitoring and anomaly detection systems
- Develop complex queries and analytics pipelines
- Develop distributed data systems end to end
- Develop schema optimization and compression strategies
- Implement feature engineering and feature serving
- Improve data infrastructure for machine learning
- Lead data investigations to troubleshoot pipeline issues
- Maintain and improve production systems
- Prototype new metrics and data systems
Perks/Benefits
Skills/Tech-stack
Analytics | Anomaly Detection | Batch Data Processing | Batch data | BigQuery | Bigtable | Composer | Data Compression | Data Mining | Data Modeling | Data Processing | Data Quality | Data Warehousing | Data quality monitoring | Database Design | Dataflow | Dataproc | Deep learning | Distributed Computing | ETL | Feature Engineering | Go | HBase | Hadoop | Hadoop Ecosystem | Hive | Identity resolution | Java | Kafka | Keras | Machine Learning | MapReduce | NLP | OpenTelemetry | Predictive Analytics | Python | Quality monitoring | Real Time | Real-time Data | SQL | Scala | Schema Design | Spark | Spark MLlib | TensorFlow
Education
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