Victor Hayes
@victorhayes
Senior Data Engineer building secure, scalable Azure data platforms and real-time analytics.
What I'm looking for
I’m a Senior Data Engineer with 7+ years of IT experience, including 5+ years in Azure Data Engineering and 4+ years in Big Data and Data Warehousing. I specialize in building scalable, secure, high-performance data solutions—designing end-to-end ingestion pipelines, governed lakehouse/warehouse architectures, and analytics-ready datasets. At ASML, I currently lead the end-to-end development of an Azure Databricks–Delta Lake platform, architecting large-scale ingestion pipelines and optimizing data lakehouse performance for high-frequency telemetry.
I’ve driven measurable outcomes across regulated industries by implementing Medallion Architecture (Bronze, Silver, Gold), Delta Live Tables, Unity Catalog, and Azure Purview governance. I’ve led multiple full-cycle Snowflake implementations, optimized costs by 20% while maintaining SLA commitments, and built sub-second streaming pipelines using Event Hubs and Azure Stream Analytics. I also integrate ML workflows with MLflow and Azure Machine Learning, deliver executive-grade Power BI reporting, and strengthen security/compliance with Key Vault, Entra ID, RBAC, encryption, and data masking.
Experience
Work history, roles, and key accomplishments
Senior Data Engineer
Ey
Sep 2024 - Present (1 year 9 months)
Architected a governed Azure Databricks–Delta Lake platform for high-frequency EUV telemetry ingestion (~every 0.5 seconds) using Delta Live Tables and AutoLoader. Implemented Unity Catalog/Purview governance and built Power BI reporting, improving pipeline reliability by 30% and reducing cloud spend by 15%.
Data Engineer
Toyota Motors
Mar 2021 - Sep 2023 (2 years 6 months)
Built real-time streaming pipelines with Azure Stream Analytics, Event Hubs, and Databricks, reducing POS transaction latency by 40% and improving near real-time customer interactions. Implemented fraud detection and optimized Snowflake/Databricks workloads, reducing cloud spend by 20% while meeting SLA commitments.
Data Warehouse Developer
Capge Mini
Jul 2019 - Mar 2021 (1 year 8 months)
Developed dimensional models (star/snowflake) and ETL solutions with SSIS to load and transform data from multiple sources into reporting tables. Built SSRS and Power BI/Tableau dashboards and optimized SQL (stored procedures, tuning) to reduce reporting time by 30%.
Education
Degrees, certifications, and relevant coursework
Jawaharlal Nehru Technological University Hyderabad
Bachelor of Computer Science, Computer Science
Completed a Bachelor of Computer Science at JNTUH in India in 2019.
Tech stack
Software and tools used professionally
Azure HDInsight
Splunk
Azure Synapse
Apache Spark
Apache Flink
Apache Hive
Talend
SAS
Data Studio
GitHub
Bitbucket
Kubernetes
Jenkins
PySpark
dbt
DB
Sqoop
MySQL
PostgreSQL
MongoDB
Cassandra
Hadoop
HBase
Gmail
Yarn
Databricks
Redis
Terraform
Visual Studio
PyCharm
Azure DevOps
Jira
Azure Boards
Java
JSON
XML
Azure Machine Learning
MLflow
Kafka
Grafana
Azure Monitor
Zookeeper
Ubuntu
CentOS
Linux
Windows
Azure Active Directory
Datadog
Elasticsearch
Avro
Azure Functions
Azure SQL Database
Airflow
Time Analytics
Root Cause
erwin Data Modeler
SQL
Azure Cosmos DB
Azure Blob Storage
Delta Lake
Azure Logic Apps
Height
Cosmos
Bicep
Bash
Transform
Radius
Enhance
Microsoft Fabric
Dynamic
Column
Unity Catalog
Task
Factory
Matrix
Availability
Location
Authorized to work in
Job categories
Skills
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