
Alexander Kornienko
Verified Expert in Engineering
Data Engineer and Developer
Alanya/Antalya, Turkey
Toptal member since April 6, 2022
Alexander is an experienced data engineer with a strong background in data warehouses, ETL, and data migration. As a data product owner, developer, analyst, and architect, he played a key role in multiple large-scale projects while managing end-to-end processes and maintaining the data warehouse with 350+ TB, 100+ data marts, and 500+ users. Alexander managed a team of data engineers and mentored several junior colleagues, helping them to advance their professional growth.
Portfolio
Experience
- SQL - 15 years
- Data Engineering - 10 years
- ETL - 10 years
- Teradata - 8 years
- Data Migration - 6 years
- SQL Server Integration Services (SSIS) - 5 years
- Microsoft SQL Server - 4 years
- Oracle Data Integrator (ODI) - 4 years
Availability
Preferred Environment
Teradata, Microsoft SQL Server, Oracle Data Integrator (ODI), SQL Server Integration Services (SSIS), Greenplum, Apache Airflow, Apache Hive, Hue, Python, Oracle
The most amazing...
...thing I've worked on is a job control project to launch and monitor 1,000+ jobs in the bank, with 100+ data marts, 200+ ETL processes, and 400+ business users.
Work Experience
Senior Data Engineer and Product Owner of Data Team
Sberbank
- Migrated 100+ data marts, 200+ ETL processes, and 400+ business users from Teradata MPP to Greenplum. Duplicated data marts in Greenplum laboratory, built ETL procedure between Teradata and Greenplum, and transferred calculations without Teradata.
- Analyzed load balance performance of 350+ TB, 400+ business users, and less than 20 throttles. Configured the system parameters, monitored and optimized heavy queries, managed the workload, scheduled user procedures, and provided support.
- Led the customer golden record project to rebuild 50+ data marts with customer and product data using a new customer identification. Designed the architecture, developed ETL procedures and data marts, performed tests, and provided support.
- Managed the job control project to develop a tool for launching all ETL processes in one package with job dependencies, source increment checks, load balance, and regular launches.
- Supervised the project of the next best offer to provide daily calculations of the next best offers for the bank's retail customers and select the most appropriate one based on the scoring model. Developed, optimized, and supported all procedures.
- Developed data marts for data scientists. The data were from 20+ different sources, while data marts were designed and built with 1,000+ fields such as customer, product, and transaction data.
Head Specialist of DWH Teradata
Russian Standart Bank
- Built a tool for launching all ETL processes in one daily package with job dependencies, checking increment on sources, load balance, and regular launches of more than 100 jobs by schedule.
- Developed pipelines with Oracle Data Integrator, built the final data warehouse in Teradata, and used Oracle, Microsoft SQL, and Sybase as sources.
- Provided daily calculations of the next best offers for the bank's retail customers and automated the choice of the most appropriate one based on the scoring model.
Data Architect
Rosbank
- Built the process of managing the availability, usability, integrity, and security of the data in enterprise systems based on internal data standards and policies for controlling data usage.
- Helped manage the project, appoint responsible persons for data governance strategy for retail data warehouse, including metadata, integration, reference books, and documents, negotiate with business experts, and prepare documents.
- Collected data from different sources and designed and built data marts with pension payments data for the following use by data analysts.
ETL Developer
Croc
- Created a data warehouse and BI reports for the manufacturing company. The data was extracted from three other sources, transformed and aggregated, and loaded into data marts using ODI. Cognos was a tool for creating reports in this project.
- Developed a data warehouse and BI reports for a healthcare company. The data was extracted from the sources, transformed and aggregated, and loaded into data marts using MS SSIS.
- Oracle BI was a tool for creating reports in this project.
ETL Developer
S&T Russia
- Created a data warehouse and BI reports for an insurance company. The data was extracted from five other sources, transformed and aggregated, and loaded into data marts using ODI. MicroStrategy was a tool for creating reports in this project.
- Migrated all ETL procedures from IBM Data Stage to Oracle Data Integrator. There was reverse engineering of 100+ procedures on IBM Data Stage, developing and supporting the scripts and algorithms on ODI.
- Created ETL pipelines for data warehouse on MSSQL with SSIS for big food companies.
Experience
Job Control of Daily Executing Packages
Customer Golden Record Project for Bank
I built new data marts and provided a bulk check of the attribute quality for usage in already done ML models.
Migration from Teradata MPP to Greenplum for Bank
Education
Master's Degree in Informatics and Applied Mathematics
Moscow Institute of Physics and Technology - Moscow, Russia
Bachelor's Degree in Applied Mathematics
Moscow Institute of Physics and Technology - Moscow, Russia
Skills
Tools
Apache Airflow, Hue, Sybase PowerDesigner
Languages
SQL, SQL DML, T-SQL (Transact-SQL), Python
Paradigms
ETL, Database Design, Business Intelligence (BI), Oracle ODI, Agile, DevOps
Platforms
Oracle Data Integrator (ODI), Oracle Database, Oracle
Storage
Teradata, Microsoft SQL Server, SQL Server Integration Services (SSIS), Database Modeling, Oracle PL/SQL, PL/SQL Developer, PL/SQL, Databases, SQL Performance, Greenplum, PostgreSQL, Data Pipelines, Database Architecture, Oracle DBA, Apache Hive
Other
Data Migration, Data Engineering, Query Optimization, Data Warehousing, ETL Development, Microsoft Data Transformation Services (now SSIS), Performance Tuning, Applied Mathematics, MicroStrategy, Data Analytics, Data Analysis, Data Modeling, Computer Science, Parquet, Oracle BI, API Connectors, Data Science
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