Jason A
@jasona
Senior data engineer delivering lakehouse architectures, real-time pipelines, and GitOps-driven platforms.
What I'm looking for
I am a senior data engineer with over 10 years building governed lakehouse platforms, real-time streaming pipelines, and self-service data tooling that enable analytics and ML at scale. I design cost-conscious cloud architectures, drive GitOps adoption, and mentor engineers while delivering trusted, production-ready datasets for stakeholders.
My achievements include implementing Databricks Delta Lake with Unity Catalog, rolling out GitOps with ArgoCD/Flux/Helm, building streaming fraud-detection pipelines with Kafka and Flink, and operationalizing ML with Kubeflow and Vertex AI. I prioritize observability, security (dynamic masking, row-level security), and transformation governance using dbt to ensure measurable business impact.
Experience
Work history, roles, and key accomplishments
Senior Data Engineer
First Team IT
Jun 2021 - Present (4 years 5 months)
Built a governed Databricks Delta Lake lakehouse and Unity Catalog, implemented GitOps deployments, and delivered self-service onboarding and cost controls that improved platform reliability and reduced cloud spend variability. Mentored eight engineers and rolled out observability and data governance across analytics and ML teams.
Big Data Engineer
StoredTech
Sep 2018 - May 2021 (2 years 8 months)
Designed Kafka/ksqlDB/Flink streaming pipelines for real-time fraud detection and customer 360 analytics, migrated multi-petabyte Hadoop workloads to GCP BigQuery ahead of schedule, and productionized ML with Kubeflow and Vertex AI. Implemented monitoring and dbt for transformation governance to deliver trusted daily metrics.
Data Engineer
Red Cup IT
Jul 2015 - Aug 2018 (3 years 1 month)
Developed and maintained large-scale Spark and Hive ETL processing terabytes nightly on YARN, converted logs to partitioned Parquet to accelerate BI reports, and automated cluster scaling and runbooks to reduce on-call load. Delivered well-documented datasets with minimal rework.
Education
Degrees, certifications, and relevant coursework
Jason hasn't added their education
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Tech stack
Software and tools used professionally
Postman
CircleCI
Jupyter
NumPy
Pandas
PySpark
dbt
Hadoop
Gmail
Databricks
Terraform
Pulumi
Java
Loki
Kubeflow
Streamlit
Kafka
FastAPI
Istio
Grafana
Prometheus
OpenTelemetry
Crossplane
Ansible
Serverless
Redpanda
Airflow
Time Analytics
SQL
Google Cloud Dataproc
Dagster
Polars
Soda
Delta Lake
Tekton
ArgoCD
LakeFS
Trino
Terragrunt
Amundsen
Privacera
Elementary
dbt Cloud
Bash
Karpenter
Availability
Location
Authorized to work in
Job categories
Skills
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