Data Architect
Sparktek
Data Architect
Dallas, TX (Hybrid)
Mandatory Skills
GCP BigQuery Kafka Dataflow Apache Spark Data Spark Vertex AI Cloud Storage
Adobe Analytics Python Java Nodejs
Experience
Senior Data Engineer Platform ML Analytics in data engineering or ML data engineering
Data Engineer II ML Training Multisource Integration in data or ML data engineering
Job Description
Required Qualifications
9-12 years of Handson data engineering or ML data engineering experience in a production GCP environment
Strong proficiency in Python Java or Nodejs for pipeline development feature engineering scripts and automation
Strong handson experience with BigQuery partitioning clustering cost management complex SQL MLoptimized
table design
Proficiency with Apache Kafka for realtime streaming ingestion
Experience with Dataflow Apache Beam for both streaming and batch pipelines
Proficiency with Apache Spark PySpark or Scala DataSpark experience a strong plus
Solid familiarity with GCP ecosystem Cloud Storage PubSub Dataproc Cloud Composer Airflow
Experience building ML training pipelines and Feature Stores GCP Feature Store preferred understanding of the ML
lifecycle including feature engineering data versioning and traineval splits
Experience with Vertex AI Pipelines or similar MLOps tooling
Demonstrated experience designing disaster recovery zones and failover strategies for cloud data platforms
crossregion replication RTORPO definition and DR testing
Experience with data archival design BigQuery table lifecycle management Cloud Storage tiered storage policies and
longterm retention for regulated datasets
Handson experience handling PHI under HIPAA fieldlevel encryption and masking deidentification techniques audit
logging access control policies and HIPAA Security Rule compliance for data at rest and in transit
Strong SQL and data modeling skills experience with layered data lake or lakehouse architecture
Nice to Have
Experience integrating Adobe Analytics data streams or Adobe Experience Platform
Familiarity with Looker or Vertex AI as downstream consumers
Knowledge of ClickThru file formats and external table patterns in BigQuery
Experience with GCP CMEK Customer Managed Encryption Keys for PHI dataset protection
Familiarity with HIPAA BAA requirements in cloud vendor agreements
CVS Digital AI Insight NBA Engine Data Layer Job Descriptions
For Recruitment Use Only Not for Distribution Page 4
Familiarity with NIST or HITRUST frameworks as applied to ML data pipelines
Background in healthcare data Rx clinical or benefits domain
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