
Zane User
@zaneuser3
I build enterprise lakehouse, streaming, and cloud data platforms at petabyte scale.
What I'm looking for
At dbt labs, I architect enterprise lakehouse platforms with Databricks, Snowflake, Delta Lake, Apache Iceberg, and Microsoft Fabric. I modernize legacy ETL into cloud-native ELT systems handling multi-terabyte daily workloads and build real-time pipelines with Kafka, Spark Streaming, Flink, and Debezium.
Over 13+ years across Weights & Biases, Upsolver, and Tamr, I’ve delivered data platforms, warehouses, governance frameworks, analytics, and MLOps solutions across AWS, Azure, and GCP. I lead global teams, establish DataOps and infrastructure-as-code standards, and design scalable architectures supporting billions of records and petabyte-scale workloads.
Experience
Work history, roles, and key accomplishments
Architected enterprise-wide lakehouse platforms using Databricks, Snowflake, Delta Lake, Apache Iceberg, and Microsoft Fabric. Led modernization of legacy ETL systems into cloud-native ELT architectures and implemented enterprise governance and real-time streaming ecosystems.
Developed scalable ETL/ELT pipelines using Spark, PySpark, Airflow, dbt, Snowflake, and BigQuery. Migrated on-premise data warehouses to AWS, Azure, and GCP, and implemented automated data quality frameworks.
Data Engineer
Upsolver
Mar 2015 - Dec 2017 (2 years 9 months)
Designed large-scale batch processing pipelines using Hadoop, Hive, Spark, and SQL. Developed enterprise reporting and analytics solutions using Tableau and Power BI, and built data marts and dimensional models.
Developed dashboards, KPI frameworks, and reporting platforms. Built ETL workflows using SQL, Python, and enterprise BI tools, and performed advanced analytics and forecasting.
Education
Degrees, certifications, and relevant coursework
University of the Punjab
Bachelor of Science, Computer Science
Bachelor of Science in Computer Science from the University of the Punjab.
Tech stack
Software and tools used professionally
Amazon Redshift
Snowflake
Azure Synapse
Apache Spark
Presto
AWS Glue
Apache Flink
Alation
Tableau
Looker
Amazon EC2
Amazon S3
Kubernetes
Helm
Amazon EKS
Jenkins
GitHub Actions
PySpark
Dask
Debezium
dbt
PostgreSQL
Hadoop
HBase
Databricks
Terraform
AWS CloudFormation
Python
Java
Scala
Azure Machine Learning
MLflow
Kubeflow
Kafka
Grafana
Amazon DynamoDB
Amazon Kinesis
AWS Lambda
Azure Functions
Docker
Airflow
Apache Beam
Amazon EMR
Amazon Athena
SQL
Amazon SageMaker
Prefect
Composer
Dagster
Apache Iceberg
LangChain
Monte Carlo
Soda
Delta Lake
Great Expectations
OpenMetadata
ArgoCD
Trino
Apache Hudi
Collibra
dbt Cloud
Argo CD
Bash
Microsoft Fabric
OpenLineage
Unity Catalog
Power BI
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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