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

Developed a prediction algorithm (SARIMAX based) to evaluate future demand with 85%+ accuracy (using python + GBQ + Data Studio), which allowed to use data-driven approach for resources planning instead of random guess.
Built and implemented company-wide marketplace health dashboard, which allowed fast, granular and accurate operational issues diagnosis to assist COO, country managers, operations executives. 
Implemented a number processes and reporting automations through ETL+ mailings + Google Sheets, that allowed to save ~10 working hours weekly. Key stakeholders: management + operations reporting.
Identified and helped implementing data-based product logic changes that allowed to reduce delivery times by up to 15%. 
Conducted SQL learning course for beginners at internal `Rocket BI School`.
Developed a ~90% accurate classification model (based on logistic regression) for identifying target URLs and speeding up the workflow (both sklearn and pyspark.mllib libraries).
Developed a forecasting model (SARIMAX based) for predicting future conversions for QA purposes. 
Simplified and automatized routine data ETL processes by combining Python, mySQL, AWS and Databricks capabilities for saving 10+ working hours weekly.
Analyzing websites' conversion (ecommerce purchases) based on clickstream data as well as web-scraping data (XPath and BeautifulSoup) and manual website research to retrieve insights about ecommerce performance. 
Conducted training sessions and wrote guidelines for personnel regarding funnel analysis principles.
Currently I am working at a product company that is engaged in tolling area. My day to day tasks are not just conducting various ad-hoc researches on marketing / operations / product, sales etc, but also developing new enhanced logics for more effective performance. For that I use statistical approcahes as well as machine learning techniques (latter mostly on previous jobs). 
Also usually try automating manual routine processes.
My previous experience encompasses food-tech (Ops / Marketplace streams), web analytics (Similarweb and IO Technologies) as well as financial roles (auditor, accountant, financial analyst).
I would be excited to work in a business that combines online and offline activities, as foodtech, car sharing, ride sharing etc or is a marketplace. But in general - any business where I can apply my skills and talents and see the result of my work will be cool.
Also I strive to improve my machine learming skills, so data science tasks or collaboration with data science team also would make a great opportunity for me.
Position: Data analyst
Category: Data Science
Experience: 1 years | English: upper

I was proud to be a leader of a customer support sub-team. We managed to reach not only an excellent level of performance but also built a team where everyone stands for each other and is ready to go the extra mile whenever necessary.
Customer Support Rep. --> Shift Supervisor --> CS Squad Lead (2017 - Sep. 2019)
- QA over Support Agents from the squad
- Vendors management
- Mentoring Junior/Middle Support Representatives
- Analyzing squad results according to set KPIs and reporting to higher management
- Distributing the work processes during the shift
- Handling clients' complaints and providing solutions
- Helping other agents with complicated cases

 Analyst (Sep. 2019 - Feb. 2020)
- Analyzed processes/features in the internal CRM and offered
possible technical improvements to increase its usability
- Performed data cleaning, analysis, and visualization (using MS Excel, Tableau) to draw insights about customer behavior and overall effectiveness of work processes: worked on an analysis of client retention and churn, examined the efficacy of different
communication channels for product sales purposes, and gained
various valuable insights

I am passionate about numbers, and I look forward to the position of Data analyst.
It is essential for me to have a trustful and open relationship with my colleagues. I firmly believe that communication is the key, and to me, it matters more than the size of the company or its business domain.
Position: Data analyst
Category: Other
Experience: 4 years | English: intermediate

- Development of analytical business process for marketing activities,
- Methodology creation for marketing campaigns efficiency evaluation,
- Report automation and optimization
Data analysis,  sampling; classification; segmentation,  Oracle Pl/SQL,  MS SQL Server,  MS Excel,  MS PowerPoint
Position: Data analyst
Category: .NET
Experience: 3 years | English: intermediate

Integrating Stimulsoft reports into Web-Based product. Configuring Drill Down, Sorting and more dynamic features.
Data Analyst at
Syxsense, Inc.
•	Converting data into actionable insights by predicting and modelling future outcomes 
•	Utilizing MS SQL, Stimulsoft and other dashboards/visualization toolsets for intelligence and analysis.
•	Evaluating complex data sets in order to identify, analyze and produce comprehensive reports. 
•	Collaborating with the development team and integrating Stimulsoft engine into web-based product.
•	Designing/preparing reports for senior management and customers.

Service Delivery Engineer at
Verismic Software, Inc.
•	Providing support services for existing Ivanti Endpoint Manager (form. LANDesk)/Verismic Cloud Management Suite
•	Providing 1st/2nd line support to customers, user and administrator support by email/phone, identifying root cause with strategic solutions to problems
•	Developing PowerShell scripts
•	Processing client data on the servers, creating reports.
•	Installation, upgrade and configuration of System Center Configuration Manager/Ivanti Endpoint Manager (form. LANDesk)
•	Manage application package creations, and deliveries through Ivanti
•	Perform software distribution and patch management to Windows PC's, laptops, and servers
Position: Data analyst
Category: Data Analyst
Experience: 2 years | English: intermediate


Data Analyst
Aurora Technology|MaverixTech [IT]
Oct, 2020 - Dec,2022
 - Supported marketing department in the settings of advertising campaign and in the analysis of the received data 
 - Improved the work of departments to automate of manual reports 
 - Created and maintained reports for various departments (especially marketing) 
 - Improved product metrics using A/B test analysis and offered ideas 
 - Conducted product research on the possibility of optimization and existing anomalies 
 - Assisted in  building analytic system in startup mode 
 - Optimized downloads to the developers department due to self-configuration of web analytics for sites  
 -  Found solutions for getting data using API sources(Google Ads, Unity, Google Play Console)

Web Analyst
Soda DAG [Digital Agency]
Oct, 2018 - Jul, 2020 
 - Created effective and holistic dashboards and presentations for clients on digital marketing effectiveness
 - Set up and optimized Google Analytics properties and views in line with the current product structure
 - Performed in-depth analysis of information from multiple data sources (web analytics data as well as external data) and provided significant insights into factors impacting online results
 - Produced daily, weekly, monthly, and quarterly reports relating to outcomes based on the data analysis for various audiences, including management and marketing
 - Analyzed the reasons of changes in KPIs

PPC manager|Web Analyst 
Wizardry [IT]
Dec, 2016 - Sep, 2018
 - Developed and launched new ad campaigns for local and European market
 - Monitored, analyzed and optimized the performance of ad campaigns
 - Managed budget of each client to stay within limits and avoid overspending
 - Developed and launched new Facebook ads campaign
Worked with social networks of the studio
 - Monitored the work of merchandisers, formation the reporting on the results of their work
I'm looking for a company with curious product and great team. I want to help with analysis and optimisation products & activities, and be a part of strategic decisions. I try to automization all routine tasks and I have 3 years knoweledge in the marketing area( from create marketing ads to analysis it) and it would be pleasure to share it with you.
Position: Data analyst
Category: Data Science
Experience: 1.5 years | English: upper

Closed a large and complex project being the only analyst on the project
Data Analyst: 
• Validate data for National transport model of Ukraine(Python, pandas, NumPy)
• Create gtfs-files for the model. Also, work with tom-tom API(load speeds and analyze)
• Visualize different data(seaborn, Tableau, ArcGIS)
Team of professionals, career opportunities, challenging projects.
Position: Data analyst
Category: Data Analyst
Experience: 4 years | English: fluent


Data analyst with 2 years experience mainly focused on data analysis and BI for Customer Success.The main tools I use SQL,Tableau, Amplitude, Excel or/and Google sheets.
Position: Data analyst
Category: Business Analyst
Experience: 2 years | English: fluent

- Designed and implemented company's automated reporting system based on the Google Cloud Platform (SQL, BigQuery, Data Studio);
- Adopted new tools for data collection and presentation; 
- Prepared educational materials and conducted trainings for employees;
- Manage a team of 5 members;
Data analyst with 2 years of experience in project work focused on web-analytic and database-related tasks. Have knowledge of database types, research methodologies, data capture, manipulation, and visualization. Successfully adopted tools and technologies that optimized business processes (BigQuery, Google Data Studio, Looker).
Open for new opportunities
Position: Data analyst
Category: Other
Experience: 1.5 years | English: fluent

Creation of sport events prediction app
Database analyst
с 03.2018 - 03.2019
SSME Capital AG(Sport events prediction,Machine Learning)

-collection of quantitative and qualitative information about past sport events
- searching and processing of statistical and historical sport data
- monitoring of sport events 
- reports verification
In march 2019 I was promoted.

Database analyst
с 03.2019 - 07.2019 
SSME Capital AG(Services for banks and credit institutions,Financal services)
collection of statistical data in the world economics sphere
-analysis and qualitative assessment of financial processes
-researching of several world economies condition and their tendencies
-searching of private and public companies data
-examination of historical interest rates
I can provide recommendations from the employer
Remote work
Position: Data analyst
Category: Data Science
Experience: 0.5 years | English: fluent


• Data evaluating and calculating risks using Python, Power BI and MySQL/SQLite; 
• Cleaning, importing and manipulating data using Excel, Access and SQL;
• Data collection and processing for performing daily analytical reports;
• Loading, extracting and validation of large data arrays for accuracy;
• Calculation and analysis of the use of material values;
• Exporting data from 1C: Enterprise and creating reports;
Position: Data analyst
Category: Data Science
Experience: 3 years | English: upper

Standard execution terms: ad-hoc - in the same day, report - 2-3 days for draft and clarifying; 
DataCamp SQL + SQL server certificates;
Able to maintain by myself full process of report creating starting with requirement clarifying and finish with implementing at production site and feedback collection for further adjustments;
Have experience such as project manager, experience in production operations dept.
Data mining;
Data manipulating;
Data transfer + cleansing;
Report, dashboard creating;
A/B tests;
Prediction making based on current data;
Project managing + Communication with native speakers.
Experienced analyst is looking for opportunities in result oriented team with possibly to learn and use new skills and techniques. As team player can provide data flow process, dashboard and report designing on any of BI tools, kpi`s calculations,  deeply performed analysis linked to business environmental. Any request would be proceed with dedicated attention to details, accurate and in terms of time. Any solution is data driven with deeply understanding of reasons and possible scenarios.

Expectations about work:
Identifying true drivers and streams for right decision making;
Tracking the result;
Collaborating with other departments;
Communicating with customer;
Ability to learn new skills during working process.
Position: Data analyst
Category: SQL
Experience: 6 years | English: upper

My Python background covers over 5-years of experience in developing business processing based on various IT technologies.  In 2014 I implemented a new programming language Python for data analysis using PyCharm. By this time, I’ve involved in diversity jobs such as startups and product companies. Experience in the field of metadata for more than two years.
Data scientist
09/2018 – Present
Appodeal, Belarus, Minsk

- Were proposed and adopted a number of changes FFMs, it contributed to the enhancement of the precision model (has been excluded overfitting, auto-tuned Hyperparameters);
- Created new features for FFMs model, which has led to
an increased accuracy model of more than 40%;
- Has been implemented a pipeline for FFM, predicted IMS to CLICKS, CLICKS to INSTALLS, which has led to a great increase in the profit.

Data Analyst
09/2017 – 09/2018
Playgendary, Belarus, Minsk

- Conducting verification of compliance all in-app monetization events (purchases and subscriptions);
- Creating reports from RAW data has been located on the AWS server (Python + Unix);
- Organizing process for creating, preprocessing and analysis data collection;
- Building models (Linear Regression, Logistic Regression) to address business problems (enhancing LTV, players
classification);

Data Analyst 
09/2016 – 09/2017
LifeCell, Kyiv, Ukraine mobile operator

- Conducted reports for implementation of marketing strategies LTE, will lead to 18% growth in customer acquisition;
- Computation customer habits using machine learning package Python Scikit-learn. Carrying out specified data processing and statistical techniques for active subscribers (> 8M);
- Developing an automated process of analyzing data implemented in Python;
- Handling of large datasets stored in relational and non-
relational databases (Oracle, MongoDB).
My job expectations would perfectly match with handling and processing big data. I estimate my analytical level as Middle++. I'm very interested in the new technology, therefore I grow up my skills rapidly. Interested in relocation job.
Position: Data analyst
Category: SQL
Experience: 0 years | English: intermediate


described in cv
Position: Data analyst
Category: Data Analyst
Experience: 3 years | English: upper


Detail-oriented analyst experienced in interpreting data, producing actionable recommendations for business development and follow-up their execution and results. Looking for a position of Data Analyst with a possibility to learn and grow my skill set.

Working as an analyst in different domains (IT, FMCG) I was focused at driving data-driven decisions as opposed to opinion-based approach by sharing insights found in data with stakeholders.

This approach was ensured by:
- defining and introducing new metrics relevant for the business;
- exploring websites structures to identify user journey to allow scalable reporting on user behavior and engagement;
- creating complex SQL queries for data analysis and data manipulation (MySQL, AWS Athena);
- reporting automation (databricks);
- A/B tests results interpretation;
- dashboard creation (Tableau)
Position: Data analyst
Category: Data Science
Experience: 3 years | English: pre


- Develop and support reporting processes;
- Monitor and audit data quality;
- Manipulate, analyse and interpret complex data sets relating to the employer's business;
- Prepare reports for internal and external audiences using business analytics reporting tools;
- Create data dashboards, graphs and visualisations;
- Mine and analyse large datasets, draw valid inferences and present them successfully to management using a reporting tool.

Tools and technologies:

- MS Excel (functions, pivot table, graphs, vba)
- T-SQL and PL-SQL
- MS Access (creating tables and sql queries)
- Sybase Central
- PL/SQL Developer
- TIBCO Spotfire Analyst
- Power BI
- MS Powerpoint
- MS Word
Position: Data analyst
Category: Data Science
Experience: 2 years | English: fluent

• Improved all the internal analytical products at the NBU, receiving recognition from my managers
• Developed a wage forecasting model with higher accuracy than previous solution
• Developed a wage forecasting model using econometric techniques
• Employed machine learning techniques to analyze remuneration of skills in Ukraine based on vacancies data 
• Ongoing analysis of the current trends in the Ukrainian labor market
• Estimated the optimal dollarization level in Ukraine
• At work, I want to benefit my colleagues and the society as a whole
• Fancy studying labor markets 
• Developed a model to analyze default probabilities of commercial borrowers in R
* I am looking for a friendly team of smart people.
Position: Data analyst
Category: Data Analyst
Experience: 2.5 years | English: intermediate


- Development and support of automated reporting for the marketing and product teams
- Monitoring the completeness and accuracy of product analytics tracking data
- Formation of hypotheses and their testing, finding dependencies and insights in data to improve product performance
- Data extraction and processing in Oracle, SQL Server, Clickhouse, Python, reports visualization in Tableau
- Development and implementation of A / B-tests
- Modeling customer behavior, prediction of client's revenue and churn
I expect interesting projects from the new company, as well as the opportunity to work and grow in a team of professionals.
Position: Data analyst
Category: Data Analyst
Experience: 5 years | English: intermediate

- SQL implementation in company
- optimized reports, reducing the time for their assembly by half
- building reporting from scratch on a new project
- created tracking system to control vips reactivation
- developed report to identify users that close to churn
- Development of new reports
- Creation of documentation for reports
- Ensuring interaction with holding analysts
- Ensuring the availability of necessary data in databases
- Bug issue resolution
- Completion of tasks from inner and outer clients
- Reanimation of old scripts and reports
- Preparation of daily, weekly, and monthly reports
- Development of data models
- Processing prices from operators and their entry into the - database
- Preparation prices for international and national operators
- Identification of problem areas in databases and proposing solutions
- Database processing and consolidation
Data visualization in charts
Preparation of annual project data
- interisting tasks
- good conditions for remote work
- company focus on employees
Position: Data analyst
Category: Data Analyst
Experience: 0 years | English: upper

Entry-level Data Analyst seeking a full-time role in Information Technology. Recently completed
the Google Data Analyst Professional Certificate — an eight-month program.
Entry-level Data Analyst seeking a full-time role in Information Technology. Recently completed
the Google Data Analyst Professional Certificate — an eight-month program.
Entry-level Data Analyst seeking a full-time role in Information Technology. Recently completed
the Google Data Analyst Professional Certificate — an eight-month program.
Position: Data analyst
Category: Data Science
Experience: 6 years | English: upper


Experienced in data analysis, reporting automation and data visualization.

Key skills:
- Excel;
- SQL;
-  Power BI;
- Power Point;
- Python (basic level);

More than 6 years experience like a sales/commercial/BI/data analyst in Telecom, FMCG, banking and IT.
Have experience working with a remote team.
I am looking for a position where I could grow professionally and use my current skills and experience.
Position: Data analyst
Category: Other
Experience: 9 years | English: intermediate


finance modeling, what-if analysis, simulation scenarios
R, basic SQL
strong skill in Excel
math statistic
strong finance background.
Eager to work at the intersection of IT and finance.
Position: Data analyst
Category: Data Science
Experience: 9 years | English: upper


Good day,

I have a Master’s degree in Economics and Cybernetics and more than nine years of experience of collecting and analyzing financial data.
With my exceptional computing and mathematics skills it is safe to say I have always been a 'numbers person' and I am now looking for a new challenge to develop and progress my career in data analysis.
Position: Data analyst
Category: Data Analyst
Experience: 2 years | English: fluent


Have experience as Junior Data Analyst at Big Four company and a year of BA experience. Experience in SQL, Python, Excel, data visualization, requirements analysis. Experience with SCRUM, Waterfall Methodologies. Well-structured analytical thinking and good communicative skills. Change driver, initiative, and open to new challenges. 

As Data Analyst I have following responsibilities:
- prepare data to tranform into common data model for uploading into internal BI system (based on Qlik);
- conduct tests to ensure data integrity and identify possible errors;
- communicate with team on isuues with datasets;
- identify, diagnose, and resolve technical problems, escalate problems appropriately.

As Business Analyst in IT company I have completed following tasks:
- conducted document & interface analysis;
- communicated requirements with customers;
- modeled business processes via diagrams;
- prioritized & prepared project scope for development estimation;
- estimated BA input & planned BA activities for proposals.
I have conducted pre-study phase for a big transportation project.