Ladislav Kabíček
Sr. Data Engineer & BI Consultant
As a Data Engineer & BI Consultant with a decade of experience across DWH/BI, I'm helping clients build cloud data platforms on Snowflake, AWS and Azure, delivering data pipelines with a strong focus on Data Vault modeling and reliable delivery. Industries worked include insurance, banking, pharma, assistance services, media & entertainment, and management consulting.
What I Deliver
End-to-end data engineering support, from cloud platforms and migration to pipeline engineering and data modeling.
Cloud Data Platforms
Design and delivery of E2E data solutions built on Snowflake, AWS and Azure with cost-aware setups.
Pipeline Engineering (ETL/ELT)
Modern data pipelines in AWS Glue (PySpark), Snowflake, Azure Fabric & Synapse, SnapLogic, Informatica, and WhereScape RED using cloud-native orchestration.
Data Modeling & Architecture
Data Vault 2.0, Inmon, and Kimball data models that stay maintainable as scope grows, with clear lineage and documentation.
Optimization & Modernization
Performance tuning and cost optimization for data pipelines along with modernization of legacy ETL into cloud-native patterns.
Professional Experience
Data Engineer
UD4D, s.r.o.
Client work for McKinsey & Company and Organon, covering cloud data platforms, analytics modernization, and pharma data engineering.
McKinsey & Company — Cloud Data Platform (DWH Migration)
- Migrated a client on-prem DWH to Snowflake on AWS (Lambda, Glue, DocumentDB, OpenSearch, Airflow, S3) and automated ETL/migration with Snowflake procedures.
- Rewrote on-prem IBM DataStage, SnapLogic, and Informatica pipelines into cloud-native ELT/ETL on AWS + Snowflake.
- As a Snowflake SME, I helped set up DWH infrastructure, governance, and cost-reduction controls for delivery teams.
McKinsey & Company — Modern Analytics Platform
- Built a new IT data mart in Snowflake on AWS, leveraging Data Vault 2.0 architecture, SnapLogic, and WhereScape RED/3D for ETL development.
- Integrated various REST/RDBMS sources such as ServiceNow, JIRA, SonarQube, GoCD, Qualtrics, Miro, Box, and MobileIron.
- Worked in SCRUM teams with 2-week sprints, code reviews, and CI/CD deployment pipelines.
Organon
- Building end-to-end Snowflake data pipelines using IICS, Snowflake, and the AWS stack.
- Data sources predominantly include SAP S4.
- Coalesce data vault modeling, Data Mesh, and IICS + S3 ETL pipelines.
- Agile environment with 2-week sprints.
BI Consultant
Greyson
BI/DWH analysis and development on projects for Raiffeisenbank.
- Analysis of business requirements, DWH design, and documentation for regulatory/compliance initiatives.
- ETL design and development in Informatica PowerCenter, including mappings and workflows.
- Oracle SQL and PL/SQL development with performance tuning and monitoring.
- Data and process modeling in SAP PowerDesigner plus QA, regression, and functional testing.
- Assignments across IDD, MIFID, GDPR, Apple Pay, and related compliance initiatives.
BI / Data Analyst
Allianz Partners
Data analysis, reporting, and visualization in insurance and assistance services.
- Implementation of a profitability reporting tool and delivery of reporting outputs.
- T-SQL query performance tuning on SQL Server.
- DWH development including data cleansing and ETL design.
- Profitability analysis of business segments and actuarial/statistical analyses.
- Providing data to business departments and supporting a green-field DWH implementation.
BI Consultant
Adastra
External projects in data warehousing, reporting, business intelligence, and IT support.
- Application support and monitoring at Ceska sporitelna (IT support team).
- Gathered business requirements and implemented dashboards for performance analysis.
- Requirement analysis and orientation in client business processes.
- Technologies: Oracle, Dynatrace AppMon/UEM, SAP PowerDesigner, Power BI.
IT Technician
Brain Solutions Institut
Technical support and maintenance across hardware and software.
- Hardware and software setup, troubleshooting, and user support.
Consultant
Brain Solutions Institut
Research and education support in English and Czech.
- Information research in foreign sources and translations.
- Creation of educational materials and consultation on hardware/software.
- Support with documentation and learning materials for clients.
Technologies & Tools
A practical toolkit shaped by enterprise projects in cloud data engineering, DWH modernization, and analytics delivery.
Cloud Providers
Data Platforms (DWH/DB/Lakehouse)
Orchestration & Data Integration
DWH Automation & ELT Development
Modeling
Languages
Education & Certifications
Master of Science (M.Sc.)
Information Technology
University of Economics, Prague (VŠE)
2015 - 2018Bachelor of Science (B.Sc.)
Information Technology
Czech Technical University in Prague (CTU FIT)
2012 - 2015Certifications & Qualifications
Let's Talk About Your Data Platform
Need help with Snowflake migration, cloud data pipelines, or Data Vault modeling? I partner with teams to deliver reliable platforms and datasets.