About Me
Hello! I’m Darya.
Data professional with 8+ years of customer success and web analytics experience looking for a Marketing Analyst job. First-Class Honours Higher Diploma in Data Analytics and a certified Data Science Practitioner.
Proficient in data manipulation and analysis using SQL, Python, and Excel, statistics and data visualisation.
Skilled in transforming complex data into actionable insights and compelling stories to enhance marketing performance, ROI and drive strategic decisions.
Proven track record in supporting accurate and timely reporting, developing data related processes, working with multiple data sources and collaborating cross-functionally.
Passionate about using data to understand marketing effectiveness and drive performance improvements.
Technology Skills
Databases
Proficient in SQL & mySQL Workbench, database design.
Data Visualisation
Dashboard and infographic design, Tableau, Data Studio; presentation design (Google Slides, PowerPoint).
Statistics
Descriptive and inferential statistics; hypothesis testing, regression analysis, dimensionality reduction (PCA), time-series analysis; SPSS.
Python
Exploratory data analysis, data preparation, ETL, Pandas, Machine Learning (scikit-learn, nltk, gensim), visualisation (matplotlib, plotly, seaborn). Git Hub
Additional Skills
Proficient in Excel / Google Sheets, Google Analytics, GTM.
Education
National College of Ireland, Dublin: Higher Diploma in Data Analytics – First-Class Honours
Sep 2023 – August 2024
Notable modules: Statistics (90%), Programming for Data Analytics (92%), Data Governance (93%), Machine Learning.
Taras Shevchenko National University of Kyiv, Ukraine: M.S. Biophysics
Sep 2005 – May 2006
National University of “Kyiv-Mohyla Academy”, Ukraine: B.A. Biology, Minor in Physics
Sep 2001 – May 2005
Work Experience
Designer & Marketing Consultant, Solomenko Design
Jul 2020 – Aug 2023
- Delivered brand identity projects for over 80 startups and entrepreneurs globally, which led to a consistent customer satisfaction rating of 5/5.
- Developed over 10 compelling presentations in Google Slides that clarified complex information, aiding clients in investor and sales pitches.
- Developed personal business, leveraged data to analyse and optimise business performance.
Manager of Measurement Specialists (Large Customer Sales), Google Ireland
Jan 2017 – Jun 2020
- Led a team of 6 marketing measurement specialists in implementing tracking and analytics solutions for major EMEA clients, enhancing data-driven decision-making and customer experience.
- Delivered digital transformation projects for major Google clients in EMEA by identifying data gaps, implementing data collection (Google Analytics, GTM, Google Ads), experiments, and data processes.
- Analysed team performance using Google Sheets; managed KPIs and provided strategic monthly reports to senior management.
- Organised and co-facilitated the Attribution Roadshow (via 27 workshops and keynotes delivered by cross functional team), resulting in a 2.4x increase in Data Driven Attribution adoption across 5 countries.
Manager (Ukraine, Large Customer Sales), Google Ireland
Aug 2015 – Dec 2016
- Managed a team of 6 account managers and strategists working with top Ukrainian Google Ads advertisers. Consistently achieved quarterly revenue targets, securing over 30% year-over-year portfolio growth.
- Collaborated with cross-functional teams in the Central and Eastern European region to align sales and product specialist workflows, driving strategic alignment and achieving sales transformation reorg goals.
- Redesigned and delivered Web Analytics 101 training for new Googlers, improving session satisfaction ratings from 4.09 to 4.33 by improving student engagement.
Senior Account Manager (Ukraine, Large Customer Sales), Google Ireland
Feb 2012 – Aug 2015
Senior Account Manager (Large Customer Sales, Ukraine)
- Cultivated relationships with 15 top Ukrainian Google Ads customers, understanding their challenges and strategically growing their accounts. Served as a Marketing Measurement lead for the wider team.
- Analysed performance data and customer journeys in Google Analytics and Google Ads for key Ukrainian clients. Presented strategic insights to marketing teams and CMOs, aligning with their business goals.
- Led a project to improve the Ukrainian AdWords interface by identifying and fixing 100+ localization bugs, enhancing user experience. Engaged 9 cross-functional team members and localisation team to update the Help Center. Result: UI rated among the top globally for clarity.
Digital Producer, Ogilvy & Mather Ukraine
Sep 2011 – Jan 2012
- Managed digital project development and execution, coordinated cross-functional teams, ensured timely delivery within budget, and led 5 digital marketing workshops to enhance team skills.
- Directed the development and launch of Hercules ice cream’s off-season online promotion campaign, achieving a 26% increase in sales and securing profitability during traditionally low-revenue periods.
Projects
Aspect Extraction for Hotel Reviews
April 2024
Applied Natural Language Processing and statistical methods to analyse 32,449 TripAdvisor reviews, uncovering key insights into guest experiences. Developed a hybrid approach that combined vocabulary-based techniques and machine learning to extract factors related to stay satisfaction with 68% accuracy. Article on ReseachGate.
Technologies Used:
Python with nltk, gensim and scikit-learn libraries.
E-commerce Data Analysis
Jan 2024
Exploratory data analysis of a real-world e-commerce data set, including data cleaning and preparation, sales performance analysis and forecasting, sales analysis by geography, new orders vs renewals, RFM customer segmentation model development, and split test evaluation.
Technologies Used:
Python with Pandas, Scipy, Matplotlib, Seaborn, Plotly libraries, version control via Git.
Certifications
Data Analyst Associate -DataCamp (certificate)
October 2024
Data Science Practitioner – The Analytics Institute
April 2024
Introduction to Tableau – DataCamp (certificate)
March 2024
Languages
English
Fluent
Interests and Achievements
Travel, culture and food enthusiast
Visited 38 countries and 295 cities in the past 11 years (according to Google Maps).
Art and design aficionado
3 group art shows in Dublin, contributed to 2 charity calendars, and painted a box for the DublinCanvas project.