Summary
Overview
Work History
Education
Skills
Websites
Timeline
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Mark Netreba

Saratov

Summary

7+ years of experience in software development, primarily of JVM-based software

Experience in design, implementation and support of Spark-based batch and streaming applications running on YARN/Hadoop clusters

Experience in architecture, design and implementation of large, distributed and highly available software systems on all layers, including UI, backend, middleware and databases

Experience in performance analysis and optimization

Experience in administration of Linux-based systems

Experience in developing server and client sides of web applications

Experience with Agile and Waterfall methodologies

Good understanding of modern development approaches and technologies

Strong communication and collaboration skills

Experience in team leading and mentoring

Overview

9
9
years of professional experience

Work History

Big Data Lead Engineer

UZUM
08.2022 - Current

Responsibilities and Achievements:

- Architected and participated in setup of the DWH and ETL processes

- Participated in setup of the infrastructure for DE

- Setup the incident management system with DE team

- Regular collaboration with analytics and DevOps teams

- Guiding junior data engineers

- Setup practices of sprint planning and grooming

- Setup PR process for DE

Big Data Lead Engineer

Demandbase
05.2021 - 08.2022

Responsibilities & Achievements:

- Architected and implemented distributed extraction algorithm for company purposes

- Architected and developed several ETLs with Big Data stack

- Increased company's saving for data processing with AWS resources and regular cost analysis

- Collaborate with ML team

Senior Big Data Engineer

Grid Dynamics
09.2018 - 05.2021

Responsibilities & Achievements:

Working as a Big Data engineer with Hadoop cluster and Big Data stack:

  • Architected and participated in creation of DWH;
  • Architected and participated in migration flow to cloud with Hive and Sqoop;
  • Added some KPI calculation with Spark;
  • Data analyze and data processing with Spark(Core, SQL), PySpark;
  • ETLs administration with Airflow, NiFi;
  • Data querying with Hive and Beeline;
  • Design and implementation of various features in the backend with Flask;
  • Work with cloud technologies, like GCP (BigQuery, DataProc) and AWS (EC2, S3);

Technologies: Spark, PySpark, HDFS, NiFi, Azkaban, Hive, Sqoop, Pig, Kafka, Flume, AWS, GCP, Flask;

Middle Web Developer

Tencoins Ltd.
07.2018 - 09.2018

Responsibilities & Achievements:

Backend development for blockchain startup company:

  • Architected and participated in development of blockchain exchange service
  • Implemented processing of HD wallets
  • Implemented OAuth authentication
  • Development of exchange service with Python 3 and Django framework
  • Added realtime news feed

Technologies: Python, Django framework, Redis, PostgreSQL, WebSocket;

Full Stack Developer

AlfaTell
01.2015 - 07.2018

Responsibilities:

  • Medicine web applications backend development with Spring and Play framework and frontend development with Vue, ExtJs, Backbone, React;
  • Helped company with maintaining it's VoIP project;

Achievements:

  • Architected and developed from scratch application for offline clinic's registry;
  • Trained several engineers from junior to senior level;
  • Became mentor for company newcomers;

Technologies: Java 8, Scala, JS, Akka, Play framework, Spring: MVC, Security, Boot, Data;
VueJS, Electron, Backbone, ExtJs, React, LESS; MongoDB, Firebird;

Education

M.D. - Financial Law

Saratov State Law Academy
Saratov
05.2018

M.D. - Information Technology

Saratov State Technical University
Saratov
01.2020

Skills

  • Programming Languages: Java, Scala, Python
  • Big Data: Hadoop, HDFS, Spark (SQL, Streaming, ML), PySpark, Airflow, NiFi, Kafka, Hive, Flume, Sqoop
  • Clouds: AWS, GCP
  • Web Frameworks: Flask, Spring
  • Relational Databases: Clickhouse, PostgreSQL, MySQL
  • NoSQL: MongoDB, Redis, Cassandra
  • Platforms: MacOS, Windows, Linux

Timeline

Big Data Lead Engineer

UZUM
08.2022 - Current

Big Data Lead Engineer

Demandbase
05.2021 - 08.2022

Senior Big Data Engineer

Grid Dynamics
09.2018 - 05.2021

Middle Web Developer

Tencoins Ltd.
07.2018 - 09.2018

Full Stack Developer

AlfaTell
01.2015 - 07.2018

M.D. - Financial Law

Saratov State Law Academy

M.D. - Information Technology

Saratov State Technical University
Mark Netreba