lang-uk/recruitment-dataset-candidate-profiles-english huggingface dataset:
Position: Data Analyst
Category: Data Analyst
Experience: 1.5 years | English: fluent


Dear Hiring Manager,
I am excited to apply for the Civil Engineer/Construction Engineer summer placement/internship available 
at your organization. As a current first-year student at the University of Strathclyde Faculty of Civil 
Engineering and having studied for three years in a Turkish university, I am eager to gain practical 
experience in the civil engineering industry and further develop my skills.
 My ambition is to become a successful Civil Engineer and make a positive impact on the world through 
the creation of sustainable, safe and efficient structures. During my time in Turkey, I worked as an Assistant 
Engineer on several construction projects. I was responsible for ensuring that the project was progressing 
according to the plan and all stakeholders were kept informed about the progress. This experience has 
equipped me with excellent project management skills and the ability to work collaboratively with others.
 I am particularly interested in this summer placement/internship opportunity with your organization as I 
believe it will provide me with the opportunity to develop my technical skills and learn from experienced 
professionals. In addition, I am a fluent speaker in five languages, which allows me to communicate 
effectively with individuals from diverse backgrounds.
 I have a sharp mathematical mind, which will enable me to make accurate calculations and solve 
problems efficiently. Additionally, I am an excellent leader, having led several teams in academic and 
extracurricular activities. Moreover, I am a professional chess player, which has helped me develop my 
strategic and critical thinking abilities.
 I have a deep knowledge of earthquake-resistant building design, and I am eager to apply this knowledge 
in a practical setting. I believe that my skills, experience and ambitions make me a strong candidate for this 
summer placement/internship opportunity.
Thank you for considering my application. I look forward to discussing further how I can contribute to your 
organization as an internship candidate.
I am waiting for new experience. I am an ambitious man, who wants to discover new horizons. I expect a team of specialists that can work together and be creative.
Position: Data Analyst
Category: Data Analyst
Experience: 1 years | English: fluent


Dear Hiring Manager,

I am writing to express my interest in the Analyst position within your esteemed organization, as outlined in my attached resume. I believe my professional experience and skills in data analysis make me a strong candidate for this role.
During my tenure at the Charitable Foundation "Halyk" in Aktau, I successfully conducted data collection, processing, and analysis. This included evaluating various statistical and data sets, as well as assessing project feasibility. Additionally, I played a key role in preparing comprehensive business plans.
As a Machine Learning/DL Research Intern at LLP "ReLive Research," I focused on developing machine learning models for face detection and identification in collaboration with KazBeef Farm and Nazarbayev University. I gained expertise in data gathering, cleansing, preprocessing, model creation, training, optimization, and teamwork.
Furthermore, I contributed as a Data Analyst Intern at LLP "U-Future," where I conducted data search, collection, and analysis.
With a strong programming background in C, C++, Java, and Python, including proficiency in tools like NumPy, Pandas, Matplotlib, and Seaborn, I possess the technical skills required for effective data analysis. Additionally, I am well-versed in database management systems such as PostgreSQL and Oracle.
I am confident that my passion for data analysis, technical acumen, and ability to work collaboratively will enable me to make valuable contributions to your organization's data-driven initiatives.
Thank you for considering my application. I would welcome the opportunity to discuss my experience further and demonstrate my suitability for the position. I look forward to the possibility of joining your team and contributing to your company's success.

Sincerely,
Zhassulan Zhalish
Position: Data Analyst
Category: SQL
Experience: 3 years | English: fluent


Dear Hiring Manager,

I am writing to express my interest in the Data Analyst position at djinni.co. While I don't have work experience specifically related to data analytics, I am open to intern positions with future career opportunities.

My most recent experience is at Bolt, an Estonian company that specializes in ride-hailing, food and grocery deliveries, among other things. I currently work remotely as a Product Data Verification Specialist, where my main role is to ensure that verifications and data extraction are of high quality. I deal with a large amount of data and go through every single detail to help build trust between all parties involved in Bolt. The main technology used is Bolt's own in-house web app and Google Spreadsheets. Through this experience, I have developed soft skills such as paying attention to details, perseverance, and initiativeness.

In addition, I spent 1.5 years working as a Senior Project Manager of the smart locks project at Connected Home. My main role was to develop the business by seeking demand in the market and controlling the supply from foreign factories. This job helped me develop soft skills such as documentation, communication, and negotiation.

Although I don't have suitable experience in data analytics, I am finishing my studies of SQL Skill path on the Codecademy platform. I believe that my eagerness to learn will help me become an awesome Data Analyst at your company. Therefore, I ask you to consider me for an intern position at your company. In the future, I will bring value as a specialist to your company.

Thank you for considering my application. I look forward to hearing from you soon.

Sincerely,
Bekzat
Position: Data Analyst
Category: Data Analyst
Experience: 2 years | English: intermediate


Dear Hiring Manager!
My name is Bogdan and I am Data Analyst.

I have knowledge of Python3. I also have experience in optimizing and composing complex SQL queries. I do basic analytics using pandas in google colab but everything depends on the tasks as always

Additional information about my skills, education, experience, etc. is on my resume. I am willing to perform a test if needed 

Sincerely,
Bohdan
I am looking for a company with a strong team and clear processes, where I can develop and invest my knowledge, time and skills to achieve common goals. I would also like to note that I am always open to learning new technologies and tools to improve my skills and teamwork.
Position: Data Analyst
Category: Data Analyst
Experience: 1.5 years | English: upper


Dear reader, I could write a book about my life, as it is emotional and eventful. But I'd grab your attention for 3 minutes with a brief recap of my working background as I believe performance gives a better picture of a personality. 

I can start with a short description of my life at this moment.

"Passionate data enthusiast with Bachelor’s diploma in Computer Science and professional certifications in Data Analytics, UX design, and Java programming"
Position: Data Analyst
Category: Data Analyst
Experience: 3 years | English: upper

Mentioned in CV
DECISION-MAKING ANALYSIS – TrackEnsure Inc. – Toronto, Canada
	Performed data cleaning and data analysis to successfully identified the major changes for companies.
	Utilized SQL, Excel, Tableau to perform analysis on database metrics.
	Managed an analysis of various indicators to support managerial decision-making.
	Aggregated and visualized the data
	Сonducted ad-hoc analysis to explain fluctuations in call volume.
	Created a dashboard with Tableau to assist management in comparing metrics across different time periods.
CHARGEBACK / DATA ANALYTICS– American Wireless LLC, USA	
	Managed large datasets, interpreted data, and insights from data to inform decisions. 
	Worked on data-driven projects, such as analyzing chargeback trends, creating reports and dashboards, and conducting data-driven analyses.
	Aggregated and visualized the data by using Tableau / Excel
	Consulted with management to determine the necessary metrics to be displayed
ROAD ACCIDENT DASHBOARD – Personal Project	2023
	Generated a dataset using SQL.
	Transformed, cleaned and filtered data by using aggregating and filtering functions. 
	Used the dataset to create a Tableau dashboard, as well as an MS Excel dashboard.
BIKES STORE SALES ANALYTICS– Personal Project	2023
	Conducted complete data analytics project using SQL, Excel, and Tableau. 
CUSTOMER ANALYSIS– Personal Project	2023
	Loaded and visualized data with Tableau to identify key business intelligences
Remote Full-time job
Position: Data Analyst
Category: Data Analyst
Experience: 0 years | English: intermediate


Dedicated data analyst with a proven track record of transforming complex data sets into actionable insights. Adept at leveraging technical skills and strategic thinking to drive data-informed decisions. Proficient in handling large volumes of data, automating reports, and developing interactive dashboards for streamlined operations. Highly skilled in tracking market trends, identifying patterns, and optimizing key performance indicators.

Professional Experience:

Integrated Video Planner | Carat Ukraine, Kyiv
August 2020 - Present
1 - I successfully manage extensive data sets, translating them into insightful dashboards. 
2 - Automate reporting processes and develop calculators for enhanced efficiency. 
3 - Proficiently track media market trends, uncovering 4 - valuable patterns for strategic decision-making. 
4 - Prepare, analyze, and optimize key media indicators, ensuring real-time monitoring. 
5 - Expertly draft and refine comprehensive reports, ensuring accuracy and relevance. 
6 - Collaborate with account managers, providing recommendations based on meticulous analysis. 
7 - Demonstrate commitment to client success through exceptional support and brand management

Specialist in Working with Contractors | Initiative Media, Kyiv
August 2019 - December 2019

1 - Meticulously managed invoicing processes, ensuring accuracy and compliance with 1C program.
2 - Maintained precise records while entering contractor data, contributing to financial transparency.
3 - Generated and refined client reports, adhering to agency standards for quality and clarity.
4 - Facilitated seamless document management by preparing and distributing agency-compliant materials.

Math Tutor | Freelance, Kyiv
September 2018 - July 2019

1 - Engaged in effective one-on-one math instruction for students in grades 5 to 9.
2 - Utilized creative teaching methodologies to enhance comprehension and academic performance.
Position: Data Analyst
Category: Data Analyst
Experience: 3 years | English: upper

Payment and Billing Analytics:

• Conducted in-depth analysis of user metrics and transaction data, identifying patterns and trends that have influenced user behaviour, retention rates, and average revenue across multiple markets.

• Investigated the effects of regulatory changes, minimum deposit and withdrawal amounts, and other market-specific factors on user behaviour and transactions, offering recommendations for adapting to evolving market conditions.

• Collaborated with cross-functional teams to optimize payment funnels, billing support, and report generation processes, ensuring accurate, timely, and actionable insights for stakeholders.

• Assessed the performance of various payment methods and providers, comparing their impact on unique users, transaction volumes, and processing times to identify opportunities for improvement and expansion.

• Examined the effects of methods downtime, and other factors on user experience and satisfaction, providing recommendations for enhancing operational efficiency and customer satisfaction.

• Evaluated the impact of new features, policies, and rules on user behaviour, VIP clients, and overall market performance, ensuring the company remains competitive and responsive to changing industry trends.

• Monitored and reported on key performance indicators (KPIs) related to payment processing, user behaviour, and financial performance, delivering clear and concise updates to senior management and stakeholders.

 Tableau Reporting:

• Developed a significant majority of payment analytics reporting for the company using Tableau, enabling data-driven decision-making and easy access to insights for stakeholders.

• Created interactive and visually appealing dashboards to monitor and analyze real-time data, facilitating swift identification of trends and anomalies.

• Trained team members on using Tableau, empowering them to explore and analyze data independently.
Dedicated Product and Data Analyst with 3 years of experience, identifying efficiencies and problem areas within data streams while communicating needs for projects. Ability to synthesize quantitative information and interact effectively with colleagues and clients. Showed in the workflow the ability to deal effectively with large amounts of data. I have the ability to quickly learn new technologies to achieve my goals.
Long-term partnership with clear prospects of company's product.
Position: Data Analyst
Category: Data Analyst
Experience: 5 years | English: upper


Demand Forecasting: short-term SKU level forecasting, model tuning, data 
analysis (trends and drivers research, correlation and critical analysis, etc), 
accuracy result analysis.
Creating training videos for the client.
Manual testing.
Position: Data Analyst
Category: Data Analyst
Experience: 3 years | English: upper


- Designing and managing product dashboards.
- Data exploration to develop an answer to business questions. Analysis of user behavior.
- Evaluation of the results and correctness of the A\B tests.
- Outlier Detection.
- Setting technical specifications for developers.
Position: Data Analyst
Category: Data Analyst
Experience: 5 years | English: fluent


Designing, implementing and developing reports in Power BI for different departments of the company (Business KPIs, Finance, Marketing, Account Managers & other Ad doc reports)
• Designing, developing and updating reports in SSRS for clients in order to receive reports on a weekly basis via email.
• Develop reports for the Data team in order to monitor a variety of internal processes within the team including error logging.
• Carrying out analysis and manipulation of data on a weekly and monthly basis using Excel, SQL and Python scripting(Pandas).
• Weekly and monthly report developing based on data received from clients and staff for the senior management and other departments of the business.
• Setting up Logic Apps on Azure for automated alerts via email integrated with Power Bi reporting.
• Creating SQL store procedures, views in order to update and improve data within the database.
• Acting as an immediate point of contact for account managers and clients in respects to data gathering and reporting.
• Assessing and improving the existing procedures in order to speed up processing time.
Software development
Position: Data Analyst
Category: Data Analyst
Experience: 1.5 years | English: intermediate


Detail-oriented Data Analyst with an up-to-date understanding of database types and research methods.Power-user of Tableau, Power BI, Excel and Oracle SQL with extensive understanding of data visualization and analytics, as well as integration of Python with data and visuals. Proven knowledge in expanding existing data collection and data delivery platforms. Possessing extensive analytical skills, strong attention to detail, and a significant ability to work in team environments
Position: Data Analyst
Category: Data Analyst
Experience: 1.5 years | English: pre


Detection of risk based on debet or credit card sales.
Writing inquires about card information held by corporate clients.
Visualisation of monthly card sales trend in Tableau.
Finding the bank's income by transaction segments.
Writing a SQL query of bank customer's data in the DWH.
Providing other departments with reports.
Familiarity with the Agile system and its implementation.
Position: Data Analyst
Category: Data Science
Experience: 3 years | English: upper


- developed a customer segmentation model for an e-commerce company using K-means clustering, resulting in a 15% increase in sales through targeted marketing campaigns.

- Analyzed transaction data for a grocery store chain to identify frequent itemsets and association rules, leading to a 12% increase in revenue through optimized product placement.

- Predicted customer churn for a subscription-based service using logistic regression and decision trees, reducing the churn rate by 8% through targeted retention efforts.

created a dashboard in Tableau to display market basket analysis results for a grocery store chain, enabling managers to make data-driven decisions that resulted in a 7% increase in sales.

- analyzed credit score data to develop a predictive model for a financial institution, reducing default rates by 10% through improved risk assessment.

built a recommendation system for an online retailer using collaborative filtering, increasing average order value by 5% through personalized product recommendations.

- conducted sentiment analysis on customer reviews for a restaurant chain to identify areas for improvement, resulting in a 20% increase in positive reviews and customer satisfaction.

- Developed a machine learning model to predict housing prices in a particular area using regression techniques, providing real estate agents with more accurate pricing estimates and increasing sales by 10%.

- analyzed social media data to track brand sentiment and identify potential influencers for a marketing campaign, resulting in a 30% increase in engagement and brand awareness.
created visualizations in Power BI to communicate data insights to stakeholders for a business intelligence project, enabling the company to make informed decisions and improve efficiency by 15%.
Position: Data Analyst
Category: Python
Experience: 4 years | English: intermediate


Developed analysis and reporting capabilities by doing a full lifecycle analysis that takes into account requirements, activities, and design. This is done by thoroughly analyzing the data and choosing the most effective visual representation for managers and stakeholders. Additionally accountable for keeping an eye on quality control and performance plans to spot improvements.
Position: Data Analyst
Category: Data Analyst
Experience: 0.5 years | English: fluent

Developed a predictive model using python to forecast medical cost.
• Developed an end-to-end data science application using the health insurance dataset.
• The aim of the project was to estimate the approximate cost of a person's health insurance based on the given variables.
• Developed a predictive model using python to forecast medical cost.

I also work as a data analyst intern at Constellation global
Position: Data Analyst
Category: Data Analyst
Experience: 1 years | English: fluent

I have completed 2 universities: 
ADA University (Azerbaijan) - BBA (Bachelor) 
Szechenyi Istvan University - MSc Supply Chain Management (Master)

I can fluently communicate in 4 languages: 
English (C1)
German (C1)
Turkish (C1)
Azerbaijani (Mother)

I have various certificates in these Data Analytics tools: 
Tableau
SQL
Microsoft Excel
-  Developed business plans for various projects such as saffron, balsamic, truffle production and etc.
-  Collected, arranged, and inserted information into the database system.
-  Used Ecomplan Software to store data and report forecasts.
-  Used Excel, SQL, and Tableau to analyze and visualize the data. 
-  Identified objectives of business opportunities by analyzing feedback and collecting survey results.
-  Made forecasts such as income, cost, ROI and etc. based on detailed calculations and measures.
-  Contacted various relevant business owners and discussed the opportunities and threats of the industry.
-  Utilized superior data visualization and data management skills.
-  Organized and prioritized work to complete assignments in an efficient manner.
I expect to get an offer of a full or part-time job in Data Analytics or a similar position. I expect to be part of the team despite working remotely. I want to stay constantly in touch with the recruiter or my supervisor to shape and improve my work.
Position: Data Analyst
Category: Python
Experience: 0 years | English: pre


Developed queries and processes for rate analysis
Modified queries to meet needs and goals determined during planning process
Identified bugs in data collection or reporting and investigatedroot causes
Completed data cleaning and data validation of existing
spreadsheets for import and export of rates notifications
Monitored and controlled data upload, checking for successful data import and quality
Presented reports to teammates for working with clients
Performed routine tasks within established procedures and guidelines
Analyzed teammates requirements and requests for system features and uses.
Analyzed data and identified anomalies, trends and risks to
provide useful insights to the team of account managers
Explained data results and discussed how best to use data
Position: Data Analyst
Category: Data Analyst
Experience: 3 years | English: fluent


Developed reporting dashboards which JMG operations team across Nigeria has adopted for daily reports of activities.
 Analysis of monthly call center cases using excel pivots and PowerBi from which informs important business decisions leading to improvement of product and services.
 Preparation of reports for the Operations unit management which effectively communicates trends, patterns and predictions relative to maintenance of generators and elevators.
 Conduct life cycle analysis of generators and elevators using data from maintenance schedules and planned activities carried out.
 Analysis of monthly operational services offered to designated JMG clients including Total Oil and Gas Lumpsum Contract (TLC), PZ Cussons and the Nigerian Bottling Company after sales services.
 Spooling out of monthly cost incurred by the Operations unit from Microsoft AX dynamics and analyzing to make important budgetary decisions.
 Facilitating Data Analysis trainings organized by the HR department for JMG staff, helping colleagues develop essential skills needed for data analysis.
Position: Data Analyst
Category: Data Analyst
Experience: 1.5 years | English: fluent


• Develop, implement and track performance of pricing strategies in order to grow the company’s market share, revenue and ensure profitability.
• Develop monthly insights reports using Looker Studio which give external stakeholders a better understanding of our business operations.
• Maintaining awareness of independent market prices to inform internal margin analysis and selling prices to ensure market competitiveness.
• Perform competitors’ analysis for top performing products in every product category using Google Sheets and Looker Studio.
• Prepare a weekly price margin report to ensure competitive pricing.
• Drive the automation and documentation of pricing processes with stakeholders.
• Drive weekly deals and pricing promos with existing inventory that contribute to 15% - 26% of weekly revenue.
• Perform Store Keeping Unit (SKU) Analysis to maximize storage space and reduce SKU proliferation using Google Sheets.