lang-uk/recruitment-dataset-candidate-profiles-english huggingface dataset:
Position: Product Analyst
Category: Data Science
Experience: 4 years | English: fluent

• I am a participant in different kinds of hackathons and programming competitions (Google Hash Code, ICPC)
• Representative of my university at a national research science competition in the economic cybernetics department.
• I am an active member & organizer of local communities and conferences (Product Analytics Club, Lviv .Net, GDG Lviv, WTM Lviv, IT Arena)
• Received a scholarship as one of the top-5 performers from my faculty every year since enrollment (2017 - 2021).
• I am a founder and organizer of tech summer camps for teenagers. Organized four camps in 3 cities since 2018.
• Awarded membership of Junior Academy of Sciences of Ukraine for my research in economics in 2017
• Received a scholarship for international studies and participated in SOL program in Bideford, GB in 2015.
• Currently, I'm working as a product analyst in an SF-based international product company. I work with customer analytics: funnel analytics; retention analysis; LTV analysis; A/B testing design, implementation, and analysis; user experience analysis to suggest and help implement data-driven improvements for the product and drive business metrics.

• My previous experience was mostly working with consulting projects, which included working with marketplace data, production data analysis, building predictive models for business purposes, developing demos and iterative reporting. I used Python (pandas, numpy, scikit learn, plotly, etc.), R, Dash, Jupyter Notebooks, worked with SQL and Google BigQuery.

• I have a background in academic research in economics and finance. My last paper was about probabilistic methods for predicting the expected maximum stock price for a defined period. The work is focused on optimal stopping theory and usage of dynamic binomial random walks. The source code for the project was developed in R programming language.

• I have a Bachelor's degree in Information Technology and Business Analytics from UCU. My academic background includes but is not limited to calculus, statistics, programming, algorithms, linear algebra, econometrics, and finance.

• I have also worked on some personal projects on the following topics: analytics on Ukrainian governmental open data (ЄДРСР, ЄДРД НАЗК), comparison of different classification methods for startup success prediction, automatic text summarization for Ukrainian language, automated risk assessment system for ProZorro.

• Generally, I worked with the following methods and techniques:
- Regression Analysis (OLS and logistic regressions, multiple regression analysis for cross-sectional data as well as for time series, following OLS assumptions, dealing with dummy variables)
- KNN, PCA, SVM, LDA
- Cohort Analysis
- Sentiment Analysis
- TF-IDF
- Network Analysis
- Statistical Hypothesis Testing
I prefer remote-first working environments.
Position: Product Analyst
Category: Data Analyst
Experience: 2 years | English: fluent

My achievements as a Data Analyst at the current position at a Ukrainian online advertisement network:
• Evaluated the concept algorithm of selling ads by viewable impressions and proved its financial safety for the company, thus created prerequisites for providing advertisers with strict guarantees that the end user really sees the ad (which is not a common practice at the market yet).
• Collected various user audiences used for ad targeting (among which are males/females and audiences of specific interests).
• Developed algorithms: for the estimation of cookies' lifespan on different platforms, for the definition of the most popular web-pages topics (based on the number of page views and time spent on page), and others.
Data Analyst with 2 years of experience in the field and vast previous background as a Business Analyst / Product Owner looks for new challenges as a Product Analyst.

My skills and qualifications:

Product and Data skills:
• Product metrics and Unit economics;
• Math and Statistics;
• Python, Pandas, NumPy, SciPy, scikit-learn, NLTK, Matplotlib, Plotly, etc.;
• Jupyter Notebook & Google Colab, Python IDEs & Git;
• A/B Testing;
• SQL;
• Tableau.

Business skills:
• Objectives and Key Results;
• Business processes modeling;
• Task prioritization techniques;
• Agile / Scrum;
• Focus on strategy and commercial awareness;
• Thoroughness in looking for consistent problem solutions.

Soft skills:
• Friendliness;
• Positiveness;
• Open-mindedness;
• Empathetic listening;
• Clear verbal and written communication;
• Creative thinking.

Languages: English - advanced, German - basic, Ukrainian - native, Russian - fluent.

Location: Kyiv, Ukraine | on-site+, hybrid+, remote+.
Position: Product Analyst
Category: Business Analyst
Experience: 1.5 years | English: fluent

At my current job, I fully owned the product, I was engaged in its development from scratch. I took the initiative: automated and improved the processes. Created thousands of complicated and complex formulas in Google Sheets, which made data display cleaner, with fewer potential errors.
December 2020 - Present
Data Analyst -> Data Associate,
Data Engineering Department, Finsight Group Inc.

Responsibilities:
Track and update all BWICS and Inventory Data of the secondary bond market from internal data feeds
Organize and maintain an Excel and application database of transactions
Update and program internal Google Sheets database
Update and streamline data feeds for more efficient data collection
Publish daily reports in a timely manner to the internal CRM system that is displayed on the website
Work with internal product and development team to ensure quality and growth of website tool
Create and manage the labels of the corporate email inbox
Hire, onboard and train new employees on how to implement the B&I processes and applications.

SOFT AND HARD SKILLS
- Perfectionist
- Initiative generator of ideas
- Fast-learning practitioner
- Farseeing critical thinker
- Detail oriented
- Automatization oriented
- Self-organized
- Flexible and adaptable
- Confident computer user with excellent skills of MS Office (Word, Excel, PowerPoint), Google Tools (Docs, Sheets, Slides, Forms etc.)
Position: Product Analyst
Category: Data Analyst
Experience: 2 years | English: intermediate


Design (sample size evaluation), launching (checking tracking and functionality) and analysis of A/B tests (SQL, Python)
 Preparation of requirements, design and development of
product dashboards (Tableau)
 Marking front-end events and preparing schemes for
them
 Data integrity investigation
 Using API to get data and then process it
 Search for anomalies and errors based on data
 Alerting on Product Metrics
 Speed up scripts with multithreading
 Have experience with metrics of retention, authentication and payment
Not interested in Excel analysis
Position: Product Analyst
Category: Product Manager
Experience: 3 years | English: upper


Ex- Head of Analytics in Keiki (Genesis)
3.5 years of experience in Product Analytics
0.5 years of experience in Product Management
Currently seeking a position in Analytics/Growth Team with future opportunities as Product/Growth Manager
Position: Product Analyst
Category: Data Analyst
Experience: 1 years | English: fluent


Genesis Tech. Kyiv, Ukraine

• Led the development and implementation of the analytical process in a team from scratch
• Created analytical dashboards and structured product analytics to drive business decisions
• Conducted A/B testing and analyzed user performance within the app to optimize user experience
• Prepared and conducted monthly analytical reports and presentations for C-Level management

European Bank for Reconstruction and Development (EBRD) Kyiv, Ukraine
Consultant, Business Analyst 
• Led analytics process on the implementation and development of electronic procurement systems across multiple countries
• Developed Standardized Key Performance Indicators (KPIs) for government eProcurement systems to measure performance and identify areas for improvement
• Gathered requirements from key project stakeholders for further implementation

DiDi, EECA Expansion Kyiv, Ukraine
Operations analyst 
• Prepared the launch of ride-hailing service in Kyiv. Conducted extensive market research and analysis to forecast the demand and supply of the ride-hailing service in the region
• Researched and identified potential fleet partners, and developed a compelling value proposition to attract their partnership
Position: Product Analyst
Category: Business Analyst
Experience: 3 years | English: fluent


I am passionate about using data to drive decision-making and creating products that meet the user's needs. With a strong background in statistical analysis and market research, I have skills in identifying key trends and opportunities to improve product performance results. I am a team player who thrives in a collaborative environment and always looks for ways to innovate and improve processes.
Position: Product Analyst
Category: Data Analyst
Experience: 3 years | English: pre


I have been working as a web analyst for the last 5 years. Main profile - e-commerce products (also fashion), work with products and marketing metrics.
Creation and filling of a/b tests backlog, launching and configuring them from myself in Google Optimize (for web), Firebase (for apps).
Events tracking setup - create new and monitoring existing.
Communication with developers about finding analytics problems, creating a/b tests in tools.
Passion with finding "user pains" in products and flow
Looking for a project in the field of Conversion Optimization, and also in mobile app analytics - iOS, Android OS.
Position: Product Analyst
Category: Data Analyst
Experience: 0 years | English: upper

Links to all the projects mentioned below you can find in my portfolio:
In my opinion, to become a Junior Analyst, there are five important fields that you should have a good understanding of:
1. SQL.
2. Python and necessary libraries (Seaborn, Matplotlib, NumPy, Pandas, etc).
3. Statistics (for A/B testing primarily).
4. Data visualization tool (PowerBI or Tableau).
5. Product Analytics: metrics, unit economics, market research, etc.

This is how I want to cover all of these topics:
1. SQL, Python, and PowerBI (Tableau) in my pet project “YouTube Channel Performance: 2021 vs 2022 Analysis”.
2. For statistics (A/B testing) I created another side project “The Effect of Grayscale Screen Mode on Phone Usage among Students” which has nothing to do with the first one.
3. I showcased my ability to visualize data in Tableau by creating a project called "An Analysis of Mass Shootings in the US from 2018 to 2022" - a topic that I was interested in.
4. For product analytics, I will attach all of my efforts related to working with product.
I have finished Genesis & KSE Business Analysis School and am on my way to getting my first job. I completed several courses, certifications, test-tasks, and side projects to develop my skills in SQL, Python, PowerBI and Tableau, statistics (including A/B testing), and product analytics.
I am ready to do any task to prove my skills.
In my resume, you can find the link to my portfolio which includes a lot of information you might be interested in.
Firstly, I am looking for a company that encourages continuous learning and supports professional development. As a junior specialist, I am eager to learn new tools, techniques, and methodologies to help me perform my role better. I hope to work for a company that provides opportunities for training, mentorship, and career advancement.
Secondly, I am looking for a company that prioritizes data-driven decision-making and values the insights that can be gained from analyzing data. I want to work for a company that leverages data to improve its products and services, as well as its internal processes and operations.
Lastly, I am looking for a company that is making a positive impact on the world. I am passionate about using data for social good, and I hope to work for a company that is committed to using technology to create a better world for all.
Position: Product Analyst
Category: Data Analyst
Experience: 0.5 years | English: upper

Over the past year, I have completed 15 courses from DataCamp and now I am finishing Data Driven Product Management Simulator by GoPractice.io
I just completed an internship with Skylum as a Junior Product Analyst.
I have experience with databases, metrics, Tableau, SQL queries, data visualization, JTBD, A/B testing.

Open to new challenges!
Position: Product Analyst
Category: Data Analyst
Experience: 4 years | English: upper


I'm a Product Analyst using SQL, Tableau, Amplitude, Google Sheets, Confluence, Jira etc

JOB RESPONSIBILITIES:
Ad-hoc (feature) reports
Create & Support Tableau Dashboards (product & marketing)
KPI analysis
A/B testing
Event Taxonomy
Build a structure of events table from raw data in BigQuery
Position: Product Analyst
Category: Business Analyst
Experience: 2.5 years | English: upper


Lead analyst on the Meditation app on both iOS/Android platforms;
 Generate ideas for A/B tests and analyze them afterward;
 Cooperate with the developer team to create event analytics in mobile applications
 Support other teams by creating dashboards in Amplitude/Tableau;
 Create a process of event alerting on MVP product.
Position: Product Analyst
Category: Business Analyst
Experience: 7 years | English: upper

Completed projects:
1. Payment modules for CMS systems: WordPress, Magento, OpenCart, Joomla, Drupal, PrestaShop, Bitrix.
2. Payment modules for billing systems: Abills, MikBill, NoDeny, Ukrbilling.
3. Individual payment widgets and forms.
•	More than 7 years of work experience with payment systems;
•	More than 5 years of work experience in technical and legal support;
•	Excellent knowledge of the ecommerce market in Ukraine;
•	Solid analytical skills;
•	Thirst for new knowledges;
•	Strong written and verbal communication skills;
•	Working with requirements, designing new products according to requirements;
•	Up to 1.5 year experience in testing as a part of responsibilities;
•	Basic knowledge of  SQL, HTTP, HTML, CSS;
Professional growth, interesting projects, friendly team
Position: Product Analyst
Category: Data Analyst
Experience: 4 years | English: upper


Motivated Product / Data Analyst with more then 4 years of experience, strong technical and communications skills. I adapt quickly to changes, ready to take responsibilities, and have good explanation skills. 

Core skills:
SQL: Worked with Vertica, PostgreSQL, Redshift, AWS Athena, and BigQuery;
Visualization: Worked with Tableau, Looker Studio and Amplitude to create informative dashboards, and reporting;
Python: Using Python for automation and developing predictive models, visualize data. Worked with Docker and Git;
 API: Using and building API (Flask) for analytics automation, data transferring, and alerting (e.g. Slack API, Telegram API,  Google APIs, SolidGate API).

Key responsibilities:
Dashboards and reports building using different visualisation tools;
A/B Testing setup and further analysis;
Research preparation and presentation;
LTV prediction models development and implementation;
Autimation for analytics (data unloading and transformations, alerting etc.);
Analytical events description and testing.
Position: Product Analyst
Category: Business Analyst
Experience: 4 years | English: fluent


My academic credentials include a BA in Business Administration and an MA degree in Innovation and Technology Management where I gained extensive knowledge of business analytics, business processes, and product management. During my master’s studies, I worked in Veriff, an identity verification provider, which provided me with in-depth insight and experience into the regulatory mechanisms of AML Compliance and KYC for businesses. While employed there, I was monitoring and investigating verification activities, identifying potential bonus hunters & fraud rings, and combating digital fraud. By utilizing data analytics tools, I was identifying and analyzing potential fraud patterns and coming up with a countermeasure based on actionable insights from large datasets.

In my current role as a Product Analyst for AML Compliance solutions, I am responsible for the maintenance, development, testing, and configuration of anti-financial crime systems and tools. I investigate fraudulent transaction patterns, identify issues and risks, and then create scenarios and detection methods to tackle the latest money laundering and terrorist financing attempts. Carrying out business requirements analysis of AML Compliance solutions and translating requirements to the IT side are part of my duties. I propose potential product developments based on data by employing SQL and KNIME for accurate Customer Risk Scoring, Sanctions Screening, Transactions, and Fraud monitoring. Additionally, I perform transaction mapping, user acceptance testing, and incident handling on a daily basis. 

My on-the-job experience has afforded me a keen eye for detail, the ability to work with different stakeholders, and a clear understanding of business processes. Working in cross-functional teams to build solutions against anti-financial crime has helped me to sharpen my critical thinking, problem-solving as well as communication skills. During these years, I had the chance to be involved with the full product development lifecycle, including setting goals for products, measuring the results, and quantifying the impact of features on the business. I believe these experiences allow me to take on challenges and responsibilities for a position like Product Analyst.
Position: Product Analyst
Category: Data Analyst
Experience: 2 years | English: fluent


My career began with an internship at the German company Hannover Re, and then in DHL Global forwarding in Bonn for a year in Marketing and Analysis. 
After that, I went on to work for a company called **Gameloft** in Kharkiv, Ukraine as a **Product** **Analyst** for almost 2 years. 
My responsibilities at my current and most relevant position include: providing detailed analysis of player behaviors to help identify areas of improvement, monitoring and reporting on financial KPIs and performance metrics, performing quantitative analysis, forecasting product performance, creating dashboards, (Looker) and collecting and managing data using SQL.
Position: Product Analyst
Category: Data Analyst
Experience: 1 years | English: intermediate

At the previous position I rebuilt and improved marketing funnel and as a result we saw increase our ROI from 54% to 271%.

In the current position i lunched new service and increased the average check by 50%+ from a cohort of companies who are coming to us for lead generation services.
My main responsibilities in my current workplace as a Web / Product Analyst (01.2022 - till now) >1y:

• Implementing product analytics systems from scratch. Such as Amplitude, AppsFlyer, and Google Analytics.
• Responsible for tracking every part of the product and finding growth points and bottlenecks.
• Making a user behavior analysis to find a correlation between behaviors and basic product metrics.
• Writing easy-to-understand technical tasks and docs that explain changes in metrics and user behavior.
• Making automated dashboards using SQL, BigQuery, and BI, such as Looker Studio.

Product Marketing Manager - 1y. 4m. (09.2020 - 01.2021):

• Building marketing funnels and participating in improving funnels. 
• Setting up end-to-end analytics and analyzing marketing channels.
• Making marketing reports and finding growth points.
• Building landing pages and chatbots and providing graphics for them.

Junior Product Manager - 6 m. (03.2020 - 08.2020) 

I pitched the product idea to stakeholders and directors and took responsibility for their development. I independently implemented all tasks, from idea and content to design and development.
I want to make products better depends on data
and customer needs.

I believe everyone can learn everything when adding enough efforts
Position: Product Analyst
Category: Business Analyst
Experience: 6 years | English: upper

Analyzing data
Now BA analyst Team Lead
In past - Senior Data Analyst, BI analyst, Senior Web Analyst, Product Analyst in big companies. 
Work experience as Analyst is 4 years.
Interesting project with data driven processes and competitive salary
Position: Product Analyst
Category: Product Manager
Experience: 5 years | English: fluent

Participated in launching the main company service line – accounting services for Swiss SMEs (63% of the company’s total revenue as of Sept 2019).

Participated in creation a portfolio of business plans: Number of incoming inquiries increased by 18%, proposal acceptance increased by 20%.

Participated in creation a new landing page and a new website structure for the business plan service: Number of incoming inquiries increased by 25%.

Launched a new tax service line for existing and new groups of clients. Some results:
Increased the average revenue per customer by 280% within 2 years.
Optimized operating processes and shortened the handling time of each client by 20% in the second year.
Increased the proposal acceptance rate by 2 times in the second year.
63% of individuals came again in the second year.
10% of all new recurring accounting clients (main service line) came from the tax service.
Built up a tax team of 2 members.
Participated in the establishment of a Swiss start-up in the market of financial consulting (as one of the first employees, 4 years).
Have experience in: 
launching and evolving of various consulting service lines as well a listing platform with social networking elements in Switzerland (2.5+ years)
managing a team of 5 members
managing financial consulting projects for Swiss SMEs, i.a. online platforms in different industries (2.5 years)
Have deep understanding of the Swiss, German and Austrian mentality. Advanced German.

Technoligies: 
Excel: advanced (functions, data manipulation, pivot tables, visualization, dashboards, financial modeling)
PostgreSQL: DML
R: data manipulation, visualization, Shiny dashboard
I am looking for a position of product analyst/business development manager in a product company with a focus on the USA/Europe markets. 
I am looking for a favourable combination of business, communication and analytical skills to contribute passionately and proactively to the growth of a product.
Not interested in sales positions.
Position: Product Analyst
Category: Product Manager
Experience: 0.5 years | English: upper


PepsiCo, e-Commerce Manager
-- Achieved 30% online sales growth

Responsibilities:
1) Planning, formation, and maintenance of price promotions;
2) Formation of creative promos;
3) Cooperation and support of creative agencies in creating content for products;
4) Update content on online platforms
Position: Product Analyst
Category: Project Manager
Experience: 1 years | English: fluent

Managing up to 5 projects simultaneously;
Market analysis;
Coordinating projects initiation and establishing dev flow;
Coordination of rough cost estimation effort of the development team;
Daily SCRUM meetings.
•      Performance analytics:
- Post launch-data analysis;
- Competitor analysis;
- Optimization strategy (conversion, monetization, retention and engagement);
- Performance monitoring;
- ASO optimization.

•	Product management:
- Marketing researches and analysis;
- Managing the entire product line life cycle;
- MVP creation;

•	Project management:
- Scope, activity and resource planning;
- Tracking activities to ensure the work is assigned and completed on time and within a budget;
- Estimating;
- Agile methodologies;
- Tasks, time and quality controlling.
Young team, good office location, flexible working hours and a lot of work to do!
Product companies are prefferred.