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Svitlana Morgoieva
Data Analyst
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Lviv, Ukraine Telegram Linkedin
SUMMARY
Junior Data Analyst with a strong background in mathematics and business operations. Hands-on experience in data
analysis, data cleaning, and data visualization using Excel, Google Sheets, SQL, Python, and Tableau. Skilled in
working with financial and operational data, performing quantitative analysis, and creating reports and dashboards
to support data-driven decision-making. Completed a data analytics training program and eager to contribute
analytical skills in an entry-level data analyst role.

CORE COMPETENCIES
HARD SKILLS
SQL Statistics A/B tests
Python ARPU, LTV Data cleaning & validation
Financial Accounting Conversion rate Data storytelling
Probability theory Retention rate, Churn rate Data visualization
TOOLS
Excel Power BI Pandas
Google Sheets Tableau NumPy
PostgreSQL Looker Studio Matplotlib
BigQuery Jupyter Notebook Seaborn
SOFT SKILLS
Customer focus Teamwork Helpfulness
Time management Strong analytical thinking Attention to detail

PROJECT EXPERIENCE
Led a game product analytics project focused on identifying key factors influencing revenue and user behavior.
Engineered SQL scripts to calculate unit economics and subscription metrics such as ARPPU, Churn, and Customer
Lifetime Value (LTV). Created Tableau visualizations that translated complex data structures into clear strategic
recommendations for stakeholders.
Revenue Metrics Project
Stack Overflow Developer Survey 2025 — Tools & Technologies: Python, Pandas, Jupyter Notebook
Analyzed the 2025 Stack Overflow Developer Survey dataset to uncover insights about developer demographics and
professional trends. Applied filtering, grouping, and aggregation techniques. Identified trends in Python popularity,
remote work, and annual compensation across industries and age groups
Stack Overflow 2025

WORK EXPERIENCE
LLC "Compact Trading"| Company Director| 2011 - 2026
Key Responsibilities
Led overall business operations, increasing annual revenue through improved sales and procurement processes.
Streamlined purchasing and logistics workflows, reducing costs and improving delivery timelines.
Established strong supplier relationships to ensure stable product quality and availability.
Key Achievements
Increased company profit margins by optimizing sales strategies and pricing models.
Successfully maintained steady business growth and client retention for over a decade.

EDUCATION
GO IT School | Data Analysis
Internatonal House Lviv| English class upper intermediate level
Lviv Polytechnic National University | Master’s Degree in Applied Mathematics

LANGUAGES
English - Upper-Intermediate Ukrainian - Native Polish - Basic