Role Overview
The Data Engineering team is seeking a Data Engineer to build scalable data products, semantic layers, and real-time data platforms. The role involves designing, developing, and maintaining batch and near real-time streaming data pipelines, as well as enabling self-service analytics through governed and reusable business data models.
What You Will Do
Design and develop scalable batch and near real-time streaming data pipelines, implement monitoring and operational best practices, and develop governed data access patterns for AI and conversational analytics applications.
Why It Might Be a Fit
The ideal candidate will have 2-4+ years of experience in data engineering, data pipeline development, and related fields, with a solid foundation in modern data engineering principles, distributed systems design, and cloud-native architectures.
Requirements
- Advanced Data Pipeline & ETL/ELT Expertise
- 2–4+ years of experience building and scaling ETL/ELT pipelines in production environments
- Proven experience with workflow orchestration tools such as Airflow, Composer, or similar platforms
- Working knowledge of distributed data processing concepts
- Expert-level SQL skills for large-scale transformation and analytics
- Experience designing scalable warehouse schemas and ML-ready data layers
- Proficiency in Python (or similar language) for data processing and ML pipeline integration
- Experience integrating data pipelines with ML platforms such as Vertex AI (preferred), Databricks ML, or equivalent
- Experience building real-time data pipelines using Kafka, Pub/Sub, or similar technologies
- Knowledge of feature streaming, low-latency data processing, and event-driven architectures
- Ability to work closely with the streaming team to architect and build real-time dashboards using Superset
- Experience designing cloud-native data architectures (GCP preferred)
- Experience with lakehouse architectures and cloud data warehouses
- Knowledge of vector databases, embeddings pipelines, and AI-serving infrastructure is a plus
Benefits
- Medical, dental, vision
- 401(k) plan
- Life insurance coverage
- Disability benefits
- Tuition assistance program
- PTO
To apply for this job please visit career41.sapsf.com.

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