Sr. Data Engineer (GCP/Vertex AI), San Antonio, Tx.
Core
Build and maintain data and machine learning infrastructure to deliver personalized search and product recommendations to millions of customers.
Role type
Senior IC data engineer (GCP/Vertex AI)
Builds
Data orchestration, feature engineering, and model serving pipelines for search and personalization
Domain
Retail / E-commerce / Machine Learning
Deliverable
production ML models
Required skills
Python, PySpark, SQL, Google Cloud Platform (GCP), Vertex AI, MLOps, Kafka, Data Lake/Lakehouse architecture, ETL/ELT, API design, Semantic search, Recommendation systems
Preferred skills
Vector search, Search indexing, Collaborative filtering, Content-based filtering, Embeddings, Customer 360 platforms, A/B testing, Retail domain experience
Technologies
GCP, Vertex AI, Feature Stores, Kafka, PySpark, Python, SQL
Responsibilities
Build and support personalized online product search and ranking algorithms; Develop large-scale product recommendation and customer personalization platforms; Design and build scalable APIs and low-latency data services; Partner with Data Science and ML Engineering teams to operationalize models; Develop real-time event-driven streaming pipelines
Seniority
Senior, hands-on IC
