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Аналітик, Дата-аналітик, Data analyst, Аналітик баз даних, Junior data analyst, Product analyst, Financial data analyst, Finance analyst
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Kyiv
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Remote
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Makartsov Ihor
[open contact info ](look above in the "contact info" section) · [open contact info ](look above in the "contact info" section) · [open contact info ](look above in the "contact info" section) · Jihlava, Czech Republic
DATA ANALYST
Results-oriented Data Analyst with a strong background in Finance and Audit. Experienced in data collection, cleaning, and
interpretation using Python, SQL, and BI tools to drive business decisions. Proven ability to analyze financial statements and
visualize key performance indicators, supported by practical experience at "Big 4" and international audit firms. Skilled in
transforming complex datasets into actionable insights.
HARD SKILLS
Data Cleaning & Preprocessing, Statistical Analysis, Hypothesis Testing, Python, SQL, Exploratory Data Analysis, A/B
Testing, Financial & Market Analysis, Data Visualization & Reporting
TOOLS
Pandas, NumPy, Matplotlib, Seaborn, Tableau, Power BI, Looker Studio, PostgreSQL, Excel (Power Query, Pivot Tables),
Jupyter Notebook, Google Sheets
SOFT SKILLS
Analytical thinking, Attention to detail, Problem-Solving, Teamwork, Communication skills
PROJECT EXPERIENCE
Marketing Campaign Analysis & Conversion Funnel (E-commerce)
https://drive.google.com/drive/folders/12RkN-_rdipEqcUV3mT9LyXIGM6BxvR2k?usp=sharing
Tools: SQL (PostgreSQL, BigQuery), Google Analytics 4, DBeaver
Description: Analyzed cross-platform advertising performance (Google & Facebook) and user behavior to evaluate
campaign efficiency and conversion dynamics.
My tasks: Data extraction and cleaning using SQL, KPI calculation (ROMI, Conversion Rate, Churn), funnel analysis, traffic
segmentation, and ad performance evaluation.
Result: Identified critical funnel drop-off points and determined high-performing channels to optimize marketing budget
allocation.
Superstore Sales & Logistics Dashboard
https://public.tableau.com/app/profile/ihor.makartsov/viz/Tableauproject_17638295857960/Dashboard1#1
Tools: Tableau, Excel
Description: Designed a comprehensive interactive dashboard to monitor sales trends and supply chain efficiency across
the US market
My tasks: Developed an interactive dashboard to visualize sales trends and profitability, performed geospatial analysis on
delivery times, and implemented dynamic parameters for granular filtering
Result: Delivered a visualization tool that revealed logistics bottlenecks and profit margin gaps, enabling data-driven supply
chain optimization.
LANGUAGES
English - Intermediate
Ukrainian - Native
Polish - Beginner
Russian - Advanced
WORK EXPERIENCE
KPMG Ukraine February 2025 - November 2025
Assistant Auditor
Completed two training courses on LinkedIn Learning: Advanced Excel Functions and Power BI.
Conducted training sessions for colleagues on preparing and sending requests to clients (confirmation letters).
Performed initial audit procedures for 30+ companies in various industries.
Participated in 3 inventories of agricultural companies.
Successfully passed the test after the probationary period with a score of 89%.
BakerTilly July 2024 - January 2025
Junior Accountant-Auditor
Audited financial statements for two large projects, companies in the defence and technology sectors.
Was involved in three inventories in the following areas: logistics, agriculture, banking, and retail.
Successfully passed two internal tests in the following sections: cash and cash equivalents, inventories.
EDUCATION
Finance & Audit School, STUD-POINT August 2024
ETHICS CHALLENGE, organised by CFA SOCIETY UKRAINE March 2024
Captain of the team in the student competition on solving
professional ethical problems, took 2nd place
Scrum and Agile practices, Skillsetter platform, 2 months July 2025 - September 2025
of training
IT School GoIT, Data Analyst June 2025 - January 2026
Virtual International Program, Justus Liebig University October 2025 - February 2026
Giessen, Germany
Competition Policy and Strategy
National University of Kyiv-Mohyla Academy 2022 - now
Bachelor's degree; Finance, banking and insurance
SOCIAL ACTIVITIES
Copywriter
East West Business business environment
Participant
“Mogilyanka Dance”, “Student Theatre” and Debate Club
[
DATA ANALYST
Results-oriented Data Analyst with a strong background in Finance and Audit. Experienced in data collection, cleaning, and
interpretation using Python, SQL, and BI tools to drive business decisions. Proven ability to analyze financial statements and
visualize key performance indicators, supported by practical experience at "Big 4" and international audit firms. Skilled in
transforming complex datasets into actionable insights.
HARD SKILLS
Data Cleaning & Preprocessing, Statistical Analysis, Hypothesis Testing, Python, SQL, Exploratory Data Analysis, A/B
Testing, Financial & Market Analysis, Data Visualization & Reporting
TOOLS
Pandas, NumPy, Matplotlib, Seaborn, Tableau, Power BI, Looker Studio, PostgreSQL, Excel (Power Query, Pivot Tables),
Jupyter Notebook, Google Sheets
SOFT SKILLS
Analytical thinking, Attention to detail, Problem-Solving, Teamwork, Communication skills
PROJECT EXPERIENCE
Marketing Campaign Analysis & Conversion Funnel (E-commerce)
https://drive.google.com/drive/folders/12RkN-_rdipEqcUV3mT9LyXIGM6BxvR2k?usp=sharing
Tools: SQL (PostgreSQL, BigQuery), Google Analytics 4, DBeaver
Description: Analyzed cross-platform advertising performance (Google & Facebook) and user behavior to evaluate
campaign efficiency and conversion dynamics.
My tasks: Data extraction and cleaning using SQL, KPI calculation (ROMI, Conversion Rate, Churn), funnel analysis, traffic
segmentation, and ad performance evaluation.
Result: Identified critical funnel drop-off points and determined high-performing channels to optimize marketing budget
allocation.
Superstore Sales & Logistics Dashboard
https://public.tableau.com/app/profile/ihor.makartsov/viz/Tableauproject_17638295857960/Dashboard1#1
Tools: Tableau, Excel
Description: Designed a comprehensive interactive dashboard to monitor sales trends and supply chain efficiency across
the US market
My tasks: Developed an interactive dashboard to visualize sales trends and profitability, performed geospatial analysis on
delivery times, and implemented dynamic parameters for granular filtering
Result: Delivered a visualization tool that revealed logistics bottlenecks and profit margin gaps, enabling data-driven supply
chain optimization.
LANGUAGES
English - Intermediate
Ukrainian - Native
Polish - Beginner
Russian - Advanced
WORK EXPERIENCE
KPMG Ukraine February 2025 - November 2025
Assistant Auditor
Completed two training courses on LinkedIn Learning: Advanced Excel Functions and Power BI.
Conducted training sessions for colleagues on preparing and sending requests to clients (confirmation letters).
Performed initial audit procedures for 30+ companies in various industries.
Participated in 3 inventories of agricultural companies.
Successfully passed the test after the probationary period with a score of 89%.
BakerTilly July 2024 - January 2025
Junior Accountant-Auditor
Audited financial statements for two large projects, companies in the defence and technology sectors.
Was involved in three inventories in the following areas: logistics, agriculture, banking, and retail.
Successfully passed two internal tests in the following sections: cash and cash equivalents, inventories.
EDUCATION
Finance & Audit School, STUD-POINT August 2024
ETHICS CHALLENGE, organised by CFA SOCIETY UKRAINE March 2024
Captain of the team in the student competition on solving
professional ethical problems, took 2nd place
Scrum and Agile practices, Skillsetter platform, 2 months July 2025 - September 2025
of training
IT School GoIT, Data Analyst June 2025 - January 2026
Virtual International Program, Justus Liebig University October 2025 - February 2026
Giessen, Germany
Competition Policy and Strategy
National University of Kyiv-Mohyla Academy 2022 - now
Bachelor's degree; Finance, banking and insurance
SOCIAL ACTIVITIES
Copywriter
East West Business business environment
Participant
“Mogilyanka Dance”, “Student Theatre” and Debate Club
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The candidate's resume is posted at https://www.work.ua/resumes/16948249/