lang-uk/recruitment-dataset-candidate-profiles-english huggingface dataset:
Position: Data Analyst
Category: Data Analyst
Experience: 3 years | English: fluent

Achievements:
	Leaded transition of newly acquired Chipita business into Mondelez demand planning ways of working;
	Implemented BI reporting using Power BI;
	Improved sales forecast accuracy by 6% on year-to-date to reach best SFA in 5 years by deeply analyzing root causes
Improved year-to-date forecast accuracy KPI by 25% with analyzing previous sell-out/stocks trends building on it future forecast;
	Established process of sell out planning based on demand alignment between top-down and bottom-up approaches.
1.	January 2020 – nowadays Mondelez, Data Analyst:
	Responsibilities:
•	S&OP Stakeholder management in order to collect requirements needed for forecast creation; 
•	Basing on requirements collected developing documentation for transferring it to plants for production;
•	Regular and ad-hoc performance analysis with following reporting to management;
•	Analyzing sales trends/stock coverages in order to identify risks and opportunities and following actions to take;
•	Cooperate with supply planners and plants over stock coverages, production schedules, risks of scraps of raw materials;
•	Weekly forecast upload and planning systems maintaining.
2.	September 2018 – January 2020, Syngenta, Project manager:
	Responsibilities:
•	Leading country unit’s S&OP cycle with major stakeholders with following forecast upload; 
•	Collecting requirements from stakeholders for forecasting process improvement;
•	Solution design and presentation of processes improvement;
•	Collaborate with supply planners in order to optimize inventory level;
•	Analyzing sales deviations versus forecast following a root cause analysis;
•	Facilitate and coordinate update meetings over forecast changes with stakeholders.
3.	September 2017 - September 2018, Glaxosmithkline Ukraine, Data analyst CIS:
	Responsibilities:
•	Analyzing monthly provided sales forecasts in order to identify opportunities / risks with following action plan creation;
•	Creating forecasts aligned with Sales, Regulatory and Marketing teams with 24 months horizon;
•	Leading demand planning process for CIS markets with S&OP mechanics used;
•	Maintaining planning systems, SAP APO forecast upload, KPI tracking.
Position: Data Analyst
Category: Data Analyst
Experience: 1 years | English: intermediate

Bachelor's degree in Mathematic, KNU.
I am just starting my career and I am sure that great achievements are still ahead
1) LetyShops - Data Analyst Intern 
Created dashboards in Google Studio about statistics on the incidence Covid-19
Technology Stack: SQL, Google Data Studio, Google BigQuery

2) Self-employed - Mathematics Tutor
Position: Data Analyst
Category: Data Analyst
Experience: 1.5 years | English: pre

- Quick self-learning, which allowed me to achieve a significant result and position in a short time
- Many significant projects for the department, but not enough to write here. However, I can tell you more in a personal meeting.
1 period (6 months): First 6 months - data analyst intern.
After the first 3 months, I became a full part of the team.
Functions: learning and performing basic tasks with the database
2 period (6 months): Officially data analyst.
Functions: Basic tasks, participation in the main projects of the department.
There was a period when all data analytics were gone and the company could not find new
employees for a long time.
For 3 months, I performed all operational tasks on my own and greatly improved my stress
resistance.
3 period (8 months): Last 6 months. All data analyst’s obligations plus organizing and training a new team.
Functions: I trained 1 new employee SQL and Python, our database structure, etc.
Organized workflow for our new team for all projects and tasks, checked scripts and results.
Our operational goals were:
- All ad-hoc tasks are connected with our database.
- Creating reports presenting all-important financial indicators of the company, marketing
communications with customers, and the state of the database.
- Optimization of the processes of adding data to the database. (not at the level of
architecture that data engineers deal with, but in a simpler form)
- Creating dashboards that will be useful for all store directors and dashboards for internal
department use.
- Modeling a new customer-centric approach to improve communication and marketing.
This direction forced me to start learning machine learning.
I would really like to participate in the development and use of machine learning models.
Unfortunately, because of the current military situation, I could not get into the long-awaited machine learning course, but I really want to study in this direction.
Position: Data Analyst
Category: Python
Experience: 3 years | English: upper


1. Pulling fresh data - different API (Google service in general) and scraping
2. Structurization fresh data with Rust PL and save it to warehouse DB for future usage
3. Building web app for using structured data (Flask, Django, Django RESTFul)
4. It can be Plotly web app, or spreadsheet web app
Position: Data Analyst
Category: Data Analyst
Experience: 1 years | English: upper

Projects:
1) LaStrava (02/2023 - 06/2023)
Created an autonomous store for the LaStrava company, which produces restaurant-grade ready meals. Gathered data. Defined the target audience. Сreated hypotheses and working with them. Financial model: cost analysis for two formats, Profit&Loss, Break- even analysis.

2) Price Predictor For Used Cars (03/2023 - 06/2023)
Conducted an analysis of the used car market, created a multiple linear regression model. Then, after
identifying the main factors affecting the price, created a model that can predict the price of a car

3) Face Recognition (03/2023 - 05/2023)
We developed a program that identifies a person's face based on the provided dataset

4) Smart Float For Fishing (01/2020 - 05/2021)
Created a fishing device that help people with visual and hearing impairments to fish, by making remote notifications with vibration and color change during biting with a significant signal transmission distance.
Implemented a float that assesses the current condition and a pocket device that will receive these signals.

5) Check The Integrity Of The Field Of View (01/2021 - 05/2021)
Implemented a game with an interesting script for checking the integrity of the visual field using Pygame. During the game, gradation is performed and the field of vision is divided into good visibility and dead
zones.

Achievements:
1) Took second place at the All-Ukrainian Competition J.A.S, section Multimedia systems, and Software (2021)
2) Took second place at the All-Ukrainian Competition J.A.S, section Electronics, and
Instrument-making (2021)
1) Python programming assistant at Ukrainian Catholic University
09/2022 - 06/2023
2) Cooperation with the company LaStrava, regarding the self-service store
( Created an autonomous store for the LaStrava company, which produces restaurant-grade ready meals. Gathered data. Defined the target audience. Сreated hypotheses and working with them. Financial model: cost analysis for two formats, Profit&Loss, Break- even analysis )
02/2023 - 06/2023
As a data enthusiast student, I possess a strong foundation in statistical analysis, programming, and
data visualization. Eager to expand my knowledge and contribute to the team's success in
accomplishing company objectives.
Position: Data Analyst
Category: Data Analyst
Experience: 4 years | English: intermediate


1. SQL knowledge. Work with databases:
- Google Cloud Platform (BigQuery)
- Amazon Web Services (AWS)
- Microsoft SQL Server
- PostgreSQL DB
2. Preparation of data for automation of reporting and construction of dashboards on analytical platforms:
- Tableau
- Microsoft Power BI
- Google Data Studio
3. Data analysis in Python (Jupyter Notebook)
4. Data analysis, search for ideas for product improvement (Data discovery)
5. Work with Airflow
6. Description of events (construction of funnels) needed to track the activity of users/players (transitions, purchases, etc.)
7. Monitoring of project product metrics
8. Requirements collection, analysis and description
9. Creation of functional specifications/terms of reference 10. Testing of new functionality (testing of dashboards, data received from tracking systems, databases, checking of calculations and formation of records in DB tables)
11. Business Process Modeling (BPMN, UML)
Position: Data Analyst
Category: Data Analyst
Experience: 0 years | English: upper

The idea of this profession has been in my head for a long time, I started my path of free self-study from scratch, I have not financial motivation, but more educational. I want to be engaged in software creativity and develop all my life. Globally, I would like to learn as many foreign languages as possible and practice them constantly.
1st aim - practical python skills
2nd aim - math and data
Global aim - AI | Machine Learning
Position: Data Analyst
Category: Data Analyst
Experience: 4 years | English: upper


1.    The State Agency on Mandatory Health Insurance 
                 Data Analysis and Exchange Advisor
                            Feb 2023 – Present
•	Started to use an open-source BI tool (Apache Superset) and the amount paid for BI tools decreased by 60%
•	Prepared role-based dashboards on Superset for health facilities
•	Did research and improved Supersets current functionalities

               Data Analysis and Exchange Specialist
                           Apr 2022 – Feb 2023

•	Prepared automatic, interactive, Realtime dashboards 
        about Laboratory, HR, Hospital Processes, Diagnosis  etc.
•	Did A/B testing for the company’s website and defined UX 
        problems
•	Participated in the construction and testing of the 
        government health mobile app
•	Collaborated with database administrators to identify and 
       eliminate gaps in the database and data collection process
 
                              2. Finca Impact Finance 
                                         Data Analyst
                                  Mar 2020 – Mar 2022

•	Analyzed and improved the SMS system 
•	Increased sales 30% by analyze customer segments
•	Increased collection 15% by analyze the performance of 
        collection team employees
•	Prepared the automatic dashboards for Portfolio, 
        Collection, Credit Sales

                         3. E-gov Development Center
                                   Data Analyst Intern
                                 Sep 2019 – Feb 2020

•	Did A/B testing for the company’s website and improved 
        website’s usability
•	Improved data collection process by analyzing datasets
•	Prepared Realtime Dashboard for the company’s website
•	Pretended customer data risks by analyzing e-gov.az’s 
        (Google Analytics) data
Position: Data Analyst
Category: Data Analyst
Experience: 2 years | English: fluent


1. Using SQL and Excel to analyze large data sets
2. Compiling charts, tables, and other elements of data visualization using BI tools
3. Building data pipelines
4. Analyzing sales data
5. Utilize business intelligence tools to visualize data and create reports for key stakeholders. 6. Use Looker Studio to create data visualizations and dashboards on various company KPIs.
Position: Data Analyst
Category: Data Analyst
Experience: 2 years | English: fluent

Finished top engineering faculty of my own country.
Currently getting my master degree on Applied Informatics focused on Data Science.
Completed Machine Learning courses on datacamp and udemy.
1. Web scraping using Beautiful Soup(python)
2. Stream and Batch Data Processing
3. Analysing, debugging, reporting SQL queries
4. Integration of backend APIs with REST to Bank applications
5. Creating dashboards with tableau and ggplot(R) and consulting private companies
on implementation of ML models to Business Processes
6. EDA and feature engineering
7. Collaborated with cross-functional teams, including data scientists, business
analysts, and stakeholders, to define data requirements, understand business
needs, and develop data-driven solutions.
8. Designed and implemented data validation processes to ensure data accuracy,
consistency, and integrity, resulting in improved data quality and reliability.
9. Developed interactive dashboards and reports using Tableau to visualize and
communicate data findings to stakeholders, facilitating data-driven decisionmaking across the organization.
10. Creating Deep Learning models for different government projects including such
as Smart Traffic Management system
11. Developing scheduled reports and monitoring solutions to identify outages
Position: Data Analyst
Category: Data Analyst
Experience: 1 years | English: fluent

Cup Russia, Changellenge
• Created 1-year promotion strategy plan for Danone, calculated NPV and ROI - High- Quality Award (top-25%).

Eco Cup, Russian Ecological operator
• Suggested implementation and monetization ways of separate waste collection in shopping malls - finished top-2 out
of 200 teams.

Magnum Case Cup, Magnum Cash&Carry
• Solved a business case on profit increase, revealed risks and made customer journey map - finished top-5 out of 70
teams.

Audit Case Championship, KPMG
• Solved a money-laundering bank case, revealed risks and irregularities - top-3 out of 16 teams.

Cup Kazakhstan, Changellenge
• Solved a case about smart system in retailing, analyzed risks and made customer journey map - High Quality
Award (top 15 among 300 teams).
1. Worked as Data analyst in Eurasian Resources Group (ERG), one of the world's leading and most diversified companies in the extraction and processing of natural resources. My job was to process and analyze the data, which impacted company's business development vectors. Also, I was able to work with data regarding metallurgic processing of natural resources, which affected company's production indicators. Since, metallurgy is a large sector of production I had a chance work with big data by using Python libraries like Pandas, Numpy and visulation tool of Power BI. 
2. DOQ.kz is one of the fast growing startups in Kazakhstan, which is a service for finding doctors and online appointments in private clinics. My role in this company was to get general insights about the clients and their feedbacks, based on which decisions regarding techinical and bussines developement plans were made. 
My incentive is to continue developing myself as an analyst, who actively participates in data processing, which will directly affect company's progress.
Position: Data Analyst
Category: Data Analyst
Experience: 3 years | English: upper

During my tenure as RNCB PJSC employee, my team implemented four integrations with information aggregator services for potential borrowers (both individuals and legal entities) and three credit history bureau integrations. We also implemented:
• A service for automatically calculating KPI scores and the bonus portion of the salary for the underwriting department;
• An interactive checklist service for potential borrower underwriting;
• A system for automatically sending notifications about risk events;
• A proprietary IVR service;
• An interactive system for automatic reports based on SQL queries;
• A scoring model based on information from credit history bureaus;
• A complex decision-making scoring model integrated with our anti-fraud software and third-party information sources.
During my time at my first company, the bank's loan portfolio increased by 44%.

In InFinBank JSCB, for two months, I implemented automatic segmentation of the client base and expanded the pool of automatic reports (SAP).
1. Worked as data analyst / project manager in risk department of a bank from Dec 2019 to Oct 2022.
• Analyzing the performance indicators of the bank;
• Generating reports (SQL);
• Refactoring and supporting existing functionality;
• Consulting;
• Methodological support;
• Bank's counterparties risk assesing;
• Project management.

2. Now working in bank at the marketing analyst position.
• Analysis of the bank's metrics;
• ETL-operations;
• Formation of dashboards and reports;
• Work with PUSH/SMS mailing and other marketing impact tools;
• Analytics of marketing department statistics.

Current stack:
SQL, PL/SQL, Python, Pandas, NumPy, MatPlotLib, Airflow, Docker, Power BI, strong Excel skills.

Area of my professional interest: ML, DS, CS.
Strong expertise in B2C segment, risk management, loan risks.
Fast-learner.
I am not considering a job that does not include learning new things and professional development.
Position: Data Analyst
Category: Data Analyst
Experience: 0 years | English: fluent

1. Google Data Analytics Certificate
2. English Proficiency level - C2 - EFSET Score
3. Doctor of Medicine - MD - 2017 - 2023
1. Worked on a project where I researched and then developed a questionnaire from different sleep assessment protocols and made a survey using it. I then contacted students at my university and gathered the data from 223 people. I then sorted the data, cleaned and formulated individual options into computable values, calculated the results of many factors, and optimized the information to make more sense of it. I then used data visualization to display the results. Finally, with help from my mentor, I found statistical significance in the results. 
2. I researched and studied different forms of human behavioral assessment tests and formed a questionnaire to find a correlation between a few important characteristics like grit, the satisfaction of life, and happiness in a single space so that the results are quick and easily provide a plethora of information with just 18 questions.
Position: Data Analyst
Category: Data Analyst
Experience: 0 years | English: upper


1 year in Real Estate (product IT) as Data Collection and Quality Analysis : 
-Data exploration and preparation;
-Data collection and integration;
-Data quality monitoring and analysis etc.

less than 1 year QA Manual (freelance):
-Quality analysis of web-sites.
Position: Data Analyst
Category: Data Analyst
Experience: 1.5 years | English: fluent

Two times I received a premium for creating templates in Excel. These templates were able to automate the processes of calculation from a few hours to a few clicks.
1+ year of experience in IT.
I have a bachelor’s degree in economic cybernetics. I will be useful in any team due to my organizational skills and ability to learn quickly and adapt to new conditions. 
Since April 2021 I have been working in “Carat Ukraine”, Kyiv, Ukraine –  as Integrated Video Planning Assistant & Junior Automation Engineer. There I have been making an analysis and predictions concerning the video advertisements. It involves retrieving data, using R, Excel and PowerPoint for calculating and visualizing the results, and presenting the results at conferences and meetings. Making templates and calculators for automating the processes. After the war started the media market fell and I was able to enter the United Kingdom team. Therefore, since May 2022 I have also been working as a Data Visualization Manager in “Dentsu Data Labs” in the UK. My goals there are Data retrieving (manual and automated), data transformation (using Trifacta or R), and data visualization (using Tableau). Moreover, I continue maintaining templates in the Ukraine office.
I expect to work with data in all forms of it. Retrieving the data, exploratory and further analysis, future predictions, data modelling, creating visualizations and insights.
Position: Data Analyst
Category: Business Analyst
Experience: 3 years | English: intermediate

I analyze, extract and visualize data, as well as make statistical calculations for scientific research in medicine.
I use Python and R. My favorite tools are JupiterLab, Google Data Studio, and Power BI.
2019 - till now - data analyst OVOGENE
2012 - till now  - doctor-statistician Lviv Regional Information and Analytical Center.
2017 - till now regional technical expert in DRG (diagnostic related groups) implementation.
2017 - member of the group on development of the regional eHealth strategy.
2017 - 2018 - consultant in USAID and Abt Associates project (Healthcare cost accounting).
2018 - 2019- technical consultant in World Bank project (geocoding, web-site development).
I prefer projects in the medical field.
Position: Data Analyst
Category: Data Analyst
Experience: 0 years | English: intermediate


2020 - 2022 - Senior Supervisor in online-casino Original Spirit Studio (Ukraine).
Duties: 
- providing 24/7 studio functioning;
- providing new games;
- statistics analysis, forming and visualising 
   reports (using Python (Pandas, matplotlib),
   Excel, Google Sheets);
- scheduling for staff;
- coaching, training, motivation, discipline.

2019 - 2020 - Football statistic analyst 
                      (xScore, company, Ukraine)
Position: Data Analyst
Category: Data Analyst
Experience: 5 years | English: intermediate


2020 – Now	Data Science teams Analyst, Ukrainian Media Agency
•	Identifying customer requirements
•	Customer data analysis
•	Data sets forming and updating
•	Visualization and tracking data (Power BI)
•	Estimation of Model (OLS) forecast quality
•	Finding the optimal result
•	Model result presentation

2018 – 2020	Analyst of Sales and Marketing Department, Foreign manufacturing company
•	Regular monitoring of Local and Export Markets
•	Determining the rating of Market players and segments
•	Price analysis
•	Sales forecasting and planning
•	Sales and cost Budgeting
•	Analysis of planning effectiveness in SAP

2013 – 2017 	Analyst, Demand Planer, Foreign pharmaceutical company
•	Sales models on the different levels
•	Sales forecasting
•	Pharm and Retail segments analysis
•	Analysis of sales, stocks, coverage
•	Forecast accuracy, Service level, KPI 
•	ABC_XYZ analysis, safety stocks
•	Cross-functional cooperation, driving S&OP process

2006 – 2013	Analyst, Telecom company
•	Collection and consolidation of data from various sources
•	Forming of analytical and statistical reports on business process (incl. BSC)
•	Time analysis (plan-fact), revelation of the reasons
•	Automation and improvement of reporting
•	Analysis and modeling of process (MS Visio)
•	Designing of regulating documents
Position: Data Analyst
Category: Data Analyst
Experience: 2 years | English: fluent


2021.03 - Present 
KD Kulikovskiy (Kyrgyz Republic)
- 1C - Sql data obtaining
- Sales Forecasting / Logistics Model
- Data Visualization on Power BI
- Analysis of products and Marketing
A/B test, ABC test and marketing promotion analysis, pattern and correlation analysis

From 2020-08 to 2021-02
SVVZ LLC(Kyrgyz Republic)
- Retail data Analysis 
- Working/Creating  consignation model with B2B sales of comapny
- Data Visualization 
- Sales Forecasting / Production Plan

2019.12 - 2020.01 
SPICO LLC (S.Korea)
- Working on project of Slow-Turn Launching machine for marine diesel engine
- ETL for the device
- Analysis and algorithm for the engine state analysis
Position: Data Analyst
Category: Data Analyst
Experience: 0 years | English: upper

I have taken part in programming projects. I am currently studying at the best Ukranian university and recieve scholarship. In my free time I teach teenagers mathematics and physics.
2021: 
Creating an animated hourglass with a graphical interface (Python project).
2022: 
1)Implement a chat for 100 participants that can send public and private massages (C++ project).
2)An interface has been implemented that makes it possible to receive and work with company's employees data (Python, HTML, SQL).
3)Experienced in financial reporting (Microsoft Excel).
2019–present:
Mathematical tutoring.
I want to grow up as a specialist in data analytics sphere and use 
methods of applied statistics. It's a pleasure for me to work in a team, and occasionally have group brainstorm sessions. Now data analysis tasks are the most interesting for me because of statistical/programming background.