SDE III - Data Engineering
Tasks
- Build ETL/ELT frameworks
- Build feature generation frameworks for machine learning and recommendations
- Build ingestion and enrichment pipelines for affiliate feeds merchant catalogs and D2C integrations
- Build internal AI powered tools and self service platforms for developer productivity
- Build user identity resolution and cross surface signal aggregation
- Create low latency feature pipelines for training and online inference
- Create user profiling audience creation segmentation and personalization datasets
- Debug data pipelines and implement data quality triage
- Design batch and real-time data pipelines
- Design commerce catalog schemas and taxonomy frameworks
- Develop data products for analytics experimentation recommendations and personalization
- Develop deterministic and probabilistic identity stitching
- Generate and optimize SQL and improve metadata discovery
- Implement catalog quality deduplication normalization and enrichment systems
- Implement observability monitoring lineage alerting reconciliation and quality checks
- Lead architecture and design discussions and drive engineering best practices
- Mentor junior engineers and maintain code quality testing documentation CI CD and infrastructure
- Own production services and ensure reliability and SLAs
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Alerting | Apache Flink | Apache Kafka | Apache Spark | Audience Segmentation | Batch Processing | BigQuery | CI/CD | Cost Optimization | Customer 360 | Data Lineage | Data Processing | Data Validation | Data Warehousing | Databricks | Deduplication | Dimensional Modeling | Distributed data | Distributed data processing | ELT | ETL | Feature Stores | GCP | Identity resolution | Infrastructure Management | Infrastructure as Code | Java | MLOps | Machine Learning | Monitoring | Performance Tuning | Personalization | Python | Real Time | Real-time Processing | Recommendations | Reconciliation | SQL | Scala | Schema Design | Taxonomy | Time processing | User Profiling | “as-code”
Education
N/A
Roles
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