Data Analyst at Ruut | Kyiv, Ukraine

Greetings! We are Ruut, a digital coaching platform dedicated to helping individuals maintain consistent training and develop sports skills such as running, swimming, and cycling through personalized plans and recovery content.About Our Business:Our business has been operational for approximately 7 months.We identified our unit economics within just 11 days.Last year, we experienced a growth of 60x and we are not stopping there.Our team consists of 13 A-players (sports, mathematics, and product experts).This Year’s Ambition: We aim to become the number one brand for athletes and aspiring athletes, and we are looking for talented individuals who are passionate about sports and recovery. This is an incredible opportunity to join a strong team at an early-stage product!As we continue to grow rapidly, our analytics are fragmented: some metrics are available, others are not, and attribution issues persist, leaving us without a complete picture of the business. Therefore, we are in search of a curious Data Analyst who will take ownership of our analytics and help us become genuinely data-driven.Responsibilities for This Role:You will build and streamline analytics from the ground up and enhance existing setups.You will take ownership of the analytics across the entire business: marketing, product, and operations.You will collaborate with the engineering lead to work through data connectors and events.You will resolve attribution issues and inconsistencies in data.You will create dashboards in Tableau to serve as the single source of truth for the team.You will set up alerts for key metrics.You will support A/B testing for marketing and product initiatives.You will quickly dive into data to uncover real issues and growth opportunities.

Greetings! We are Ruut, a digital coaching platform dedicated to helping individuals stay motivated in their training and equip them with sports skills (running, swimming, cycling) through personalized plans and recovery content.About Our Business:Established approximately 7 months ago.Achieved our unit economics within just 11 days.In the past year, we have grown by a factor of 60 and we are not stopping there.Our team consists of 13 A-players specializing in sports, mathematics, and product development.This year, we aim to become the number one brand for athletes and aspiring athletes. As such, we are in search of a Junior Data Analyst who is eager to grow quickly, take on responsibilities, and build analytics alongside a budding business.Our current analytics setup is partially established, with some metrics missing and attribution issues present; we lack a complete view of our business. We are looking for a curious Junior Data Analyst who will help tidy up our data and gradually take ownership of the analytics domain.Responsibilities in this Role:Assist in building and maintaining analytics for product, marketing, and operations.Work with existing datasets, events, and dashboards.Collaborate with the engineering and analytics leads to set up data connectors.Help fix attribution and data quality issues.Update and maintain dashboards in Tableau.Assist with A/B testing for marketing and product initiatives.Quickly learn to dive into data to uncover issues and growth opportunities for the business.You will work directly with the CEO, Product, CMO, and Engineering Lead and receive strong mentorship.

Join Kyivstar as a Data Analyst and be at the forefront of data-driven decision-making. In this pivotal role, you will analyze complex data sets to provide insights that will shape business strategies and enhance operational efficiency.

Hello!We are on the lookout for a Growth Associate to join the Ruut business. This is a fantastic opportunity for individuals eager to rapidly grow within the business domain and eventually transition into roles in product, marketing, or lead a new direction. An ideal chance for an A-player with a founder's mindset — someone who desires to be part of significant growth rather than merely completing tasks.What is Ruut?Ruut is a digital coach that assists people in maintaining consistent training and recovery by making data-driven daily decisions. We combine personalized running plans, quality recovery content, and analytics to reduce injury risks and chaotic training. The product is a symbiosis of Whoop × Runna, focusing on long-term fitness and health.We are an early-stage, fast-growing startup targeting a Tier-1 English-speaking audience.About our traction:Product launch — July 2025Total growth over 6 months — x45Unit economics identified in the second weekOne of the fastest-growing businesses in the ecosystemYou will fit perfectly with us if:You want to have a direct impact from the first month — on both product and business.You are passionate about sports — running, swimming, workouts — and want to build a product you will use yourself.You think like a future CEO: you don’t wait for tasks, you shape the direction, take on responsibilities, propose ideas, test, and analyze.You aspire for rapid career growth — with development options in Product, Marketing/Growth, or Ops/Business.You resonate with the dynamics of a startup, quick decision-making, working directly with the CEO/CMO, and a culture of strong, caring individuals.Responsibilities in this position:

Hello!We are Ruut, a digital coaching platform focused on enhancing recovery and running skills based on metrics, primarily HRV. Our mission is to empower athletes and aspiring athletes to make informed daily decisions—whether to train or recover—while managing fatigue and ensuring steady progress.We strive to enhance athletic performance and recovery quality through clear daily actions and personalized running plans that reduce discomfort and injury risk.Currently, we are seeking a Marketing Manager who can help identify and scale creative strategies within performance-driven marketing channels targeting Tier-1 markets.This role is ideal for someone looking to pivot their career into creative marketing. If you are currently working in SMM, Digital, Influencer, or Brand Marketing and desire a stronger connection to metrics and business growth, Ruut offers that opportunity. We are also open to candidates from other fields who have a genuine passion for marketing, quick thinking, and a willingness to experiment extensively.Meet Your Leader:Say hello to Andrii — the Head of Marketing at Ruut. He transitioned into digital after attending Genesis IT School, launched mobile products from scratch, and established processes; in FemTech, he discovered unit economics and built a marketing team from the ground up.Currently, Andrii leads marketing at Ruut focusing on UA, Creatives, and Growth — you will work directly with him.Our Traction:Product launch — July 2025Overall growth in 6 months — x45Unit economics identified within the second weekOne of the fastest-growing businesses

Hello!We are looking for a Junior Product Manager for our Ruut business. This is a fantastic opportunity for anyone eager to grow quickly by diving into the business landscape. It's an ideal chance for an A-player with a founder's mindset—someone who wants to be part of substantial growth rather than merely fulfilling tasks.What is Ruut?Ruut is a digital coach that assists individuals in maintaining a consistent training and recovery regimen, making daily decisions based on data. We combine personalized running plans, quality recovery content, and analytics, thereby reducing the risk of injuries and chaotic training. Our product is a symbiosis of Whoop × Runna, focusing on long-term fitness and health.We are an early-stage, fast-growing startup targeting a Tier-1 English-speaking audience.About our traction:Product launch — July 2025Overall growth in 6 months — x45We discovered unit economics in the second weekOne of the fastest-growing businesses in the ecosystemYou will fit in with us if:You want to have a direct impact from the first month—on both the product and the business.You are passionate about sports—running, swimming, training—and want to build a product that you will personally use.You think like a future CEO: you don’t wait for tasks, but actively shape the direction—taking on responsibilities, proposing ideas, testing, and analyzing.You seek rapid career growth—options for development include Product, Marketing/Growth, or Ops/Business directions.You resonate with the dynamic of a startup, quick decision-making, working directly with the CEO/CMO, and the culture of strong, engaged individuals.Responsibilities in this position:Collaborate with the team to shape and define product strategies and roadmaps.Engage in user feedback to refine product features and enhance user experience.Analyze market trends and competitor strategies to identify opportunities for growth.Develop and maintain project timelines, ensuring timely delivery of product milestones.Work closely with marketing and sales teams to align product offerings with market demands.

Join Our Team!We are Ruut, a cutting-edge digital coaching platform that enhances recovery and running skills through metrics, primarily focusing on Heart Rate Variability (HRV). Our mission is to empower athletes and aspiring athletes to make informed daily decisions about whether to train or recover, effectively manage fatigue, and achieve consistent progress.We are currently seeking a Creative Marketing Manager who will help us discover and scale creative strategies in performance-driven marketing channels across Tier-1 markets.This role is perfect for someone looking to pivot into creative marketing. If you are currently working in SMM, Digital, Influence, or Brand Marketing and desire a stronger connection to metrics and business growth, Ruut is the place for you. We welcome individuals from other fields who possess a genuine passion for marketing, quick thinking skills, and a readiness to experiment extensively.Your Leader:Meet Andriy, the Head of Marketing at Ruut. Andriy transitioned into digital marketing after graduating from Genesis IT School and has an impressive track record of launching mobile products from the ground up and building processes within FemTech. Now, he leads marketing initiatives at Ruut focusing on UA, Creative strategies, and Growth, and you will work closely with him.About Our Progress:Product Launch: July 2025Overall Growth in 6 Months: x45Unit Economics Identified: In the second weekOne of the Fastest Growing Businesses: in our sector

KPMG is a leading international network of independent firms providing audit, tax, and advisory services. Discover more about KPMG in Ukraine via this link.KPMG Ukraine has been recognized as one of the top 50 employers by Forbes for 2023-2024 and ranked among the top 5 employers for young professionals in audit and consulting, according to a student survey conducted by the branding agency UGEN in 2023-2024. In March 2025, KPMG Ukraine joined the cohort of leading companies that signed the Principles of Business Friendly to Veterans. We are also listed among taxpayers with a high level of voluntary compliance with tax legislation (the so-called "White Club").We are currently seeking a Compliance Specialist (AML) to join our internal legal team to help uphold the highest standards of quality, ethics, and integrity.Why Join Us?We Offer:Engaging work in teams that create meaningful impact;Access to internal and external training that promotes professional development;Participation in national reconstruction projects;Psychological support services (increased consultations for mobilized persons, veterans, and their families);Health insurance (expanded coverage options for veterans);29 calendar days of vacation;5 additional paid health days;Wellness webinars, yoga classes, book clubs, women's community, and blood donor community;Charitable activities and volunteering, support for vulnerable groups, animal care, and a green office;Official salary with tax deductions;Exciting challenges and transparent growth conditions;Contributions and donations towards victory.Main Responsibilities:KYC/AML checks: conducting due diligence on clients (KYC).Training and process improvement: organizing staff training on financial monitoring and enhancing internal policies and procedures.Updating internal documentation: reviewing and updating policies, procedures, and guidelines related to financial monitoring/compliance.

Are you ready for an exciting journey? A journey that will ignite your ambitions and challenge you to expand your horizons. At Delivery Hero, we foster a vibrant culture centered on talent, working together to create a significant impact on millions of lives.Not your ordinary app. Our rapidly growing multi-category application connects millions of users with businesses and couriers, providing on-demand services from over 170,000 local restaurants, grocery stores, supermarkets, and high street retail outlets, across 1,500 cities in 23 countries.We are revolutionizing the way individuals meet their daily needs, from delivering essentials to creating a connected ecosystem through innovative, technology-driven solutions. Each day brings a sense of purpose.What sets our journey apart? Our strong cultural values. Our commitment to career development. Our dedication to being a force for good.We envision building the largest marketplace in your city, providing access to anything within minutes. This is where your journey begins.YOUR MISSIONJoin us as a Data Analyst and take on a pivotal role within Glovo's local team! Your expertise in data will be essential in optimizing our partner ecosystem, enhancing efficiency, and boosting overall performance. We provide a dynamic and challenging work environment filled with opportunities for learning and growth.THE JOURNEY AWAITSPerform comprehensive data analysis to pinpoint trends, opportunities, and pain points in partner operations, focusing on key metrics such as preparation time, acceptance time, waiting time, and customer ratings.Extract actionable insights from complex datasets to guide strategic decisions and operational enhancements for our partners.Create and maintain dashboards and reports that track key performance indicators (KPIs) and operational metrics related to partner performance.Identify and share significant insights with relevant stakeholders, influencing changes to boost partner efficiency and satisfaction.Leverage data to foster excellent relationships with Glovo’s partners, showcasing data-driven value and enhancing engagement.Collaborate effectively with other teams involved in partner success to promote a data-driven approach.

Join our dynamic FORMA analytics team at Universe Group, where we develop cutting-edge SaaS solutions for document management. We are seeking a Data Analyst who will help scale high-quality analytics across various domains: marketing, product, and payment systems. This role transcends mere numbers; it's about making an impact on decision-making speed, hypothesis effectiveness, and forecasting accuracy. At FORMA, you'll encounter strategic challenges and collaborate with a strong team.FORMA is a multi-product company under Universe Group, dedicated to delivering innovative document management solutions. Our flagship product, PDFGuru, has achieved remarkable milestones in just over two years:35+ million files downloaded in 2024.Over 50 tools for effective document handling.Selected by users from over 80 countries.Average rating of 4.2 on Trustpilot.Want to experience the atmosphere at FORMA? Check out our video showcasing our team, how we work, grow, and build a billion-dollar company from Ukraine.You are a great fit if:You want to be part of a rapidly growing company serving millions of users in over 180 countries.You are interested not only in analytics but also in how it drives business growth.You can dig deeper to uncover insights others might overlook.

Join Our Team at Ruut!Ruut is a digital coaching platform dedicated to enhancing recovery and running skills based on metrics, primarily focusing on HRV. Our mission is to empower athletes and aspiring athletes to make informed daily decisions regarding training or recovery, effectively managing fatigue and ensuring consistent progress.We are currently seeking a proactive and detail-oriented Content Manager to join our Product Zone. This role presents a fantastic opportunity to engage with a Tier-1 English-speaking audience while creating and enhancing content for our iOS application. If you're looking to pivot your career closer to user experience with access to a wealth of data, this position is for you!If you're currently involved in content creation, copywriting, SMM, digital marketing, or influence marketing and desire a stronger connection to metrics and business growth, Ruut provides that opportunity. We welcome applicants from various backgrounds who share a genuine passion for crafting user-centric content, possess quick thinking abilities, and are eager to experiment.Key Responsibilities:Develop and produce engaging, valuable content directly within our health and wellness mobile app.Focus on enhancing the in-app experience through video classes, guides, recipes, and interactive content.Oversee the content lifecycle from conception to release, ensuring quality, establishing processes, and analyzing metrics to drive improvements.Collaborate closely with product, design, and research teams to create compelling, effective content that aligns with user goals.

SKELAR is a Ukrainian venture builder dedicated to creating international tech businesses. Together with our co-founders, we assemble strong teams to excel in global markets.Currently, SKELAR manages a portfolio of businesses across various niches, from EdTech to marketplaces. Our companies frequently rank among the top startups and product companies in Ukraine, achieving leading positions in the App Store while developing platforms utilized by millions. Our ventures have garnered attention from renowned media outlets such as TechCrunch and Wired.We are seeking a Data Analyst to join our Strategy & Growth (S&G) team. The aim of the S&G team is to facilitate informed management decisions and ensure their effective implementation. We achieve this through meticulous corporate governance of SKELAR's businesses and infrastructure teams.Your key responsibilities will include:Data Collection and Analysis: Gather and analyze data related to internal processes across infrastructure departments (e.g., recruiting, HR, administration, Helpdesk) and businesses to identify growth opportunities and bottlenecks.Metrics and Dashboard Development: Set up user-friendly analytical tools to track process efficiency and support data-driven decision-making.Ad-hoc Analytics for Infrastructure and Businesses: Conduct analyses based on external survey data related to employer branding and generate insights.Implementing BI/ETL Tools: Design data storage, processing, and integration architecture, ensuring data quality and relevance.Team Training: Conduct sessions on effective dashboard and report utilization, promoting a data-driven culture throughout the organization.Process Improvement Suggestions: Utilize analytics to assist teams in making processes faster, more transparent, and efficient.Conducting Experiments and Tests: Formulate and validate hypotheses, developing recommendations for enhancing internal services.What we value:Minimum 1 year of experience in analytics or consulting. If your experience is different but relevant, please describe it in your cover letter.Business-oriented mindset: A focus on substance; all calculations or analyses should lead to qualitative conclusions and have meaningful implications.Professional values: Commitment to teamwork, systematic and disciplined actions, and strong work ethic.Skills and competencies: Critical thinking, structured and analytical approach, data handling, effective communication, and adaptability to change.Technical Stack: Familiarity with Google Sheets, Looker Studio, SQL, BigQuery.

KPMG is a leading global network of professional firms delivering exceptional Audit, Tax, and Advisory services. With a presence in 143 countries and territories, our team of over 265,000 professionals is dedicated to providing high-quality services that reflect our unwavering commitment to integrity and client insight.At KPMG, we believe in fostering an environment where our professionals can reach their full potential, thereby enhancing our reputation as a top-tier firm to collaborate with. We strive for excellence in everything we do, ensuring that our clients and communities thrive.

KPMG is a prestigious global network of independent professional services firms that deliver Audit, Tax, and Advisory solutions. Operating under the KPMG brand, our member firms across the globe are committed to providing exceptional professional services. With a presence in 143 countries and territories, we employ over 273,000 partners and staff dedicated to upholding our reputation for excellence.As a DevSecOps Engineer at KPMG, you will join a dynamic team that thrives on innovation and collaboration. We seek a proactive individual who possesses a solid foundation in coding, artificial intelligence, project management, and architectural principles. You will play a pivotal role in engaging with clients on diverse advisory projects, utilizing your expertise to drive impactful solutions.

We are looking for a Product Manager who is ready to take responsibility for results and become part of the future unicorn.Guru Apps is a business under the umbrella of Universe Group and develops mobile applications that lead in two main areas: utilities and AI. Our most notable apps include Cleaner Guru, Scan Guru, Assist Guru, and Visify.Our Achievements:Over 100 million downloads worldwide.4.6 average user rating in the App Store.More than 6 products in our portfolio.Our products rank top in their niches. In October 2024, Cleaner Guru topped the App Store rankings in the USA, Canada, and Australia, surpassing Instagram, Temu, ChatGPT, and TikTok. In 2025, another product of ours - Visify, achieved similar success.We have our own R&D lab that creates new products and helps the business scale.If you want to see how we launch apps in a week, test hundreds of ideas, and scale products that are already in the hands of the world, just watch this video about Guru Apps.

SKELAR is a leading Ukrainian venture builder focused on creating international tech businesses. Together with our co-founders, we assemble strong teams to excel in global markets.Our portfolio includes numerous businesses across sectors from EdTech to SaaS, with products recognized on Product Hunt and featured in TechCrunch and Wired.Currently, we are expanding our payment sector and are on the lookout for a Data Analyst to enhance payment analytics, work with key metrics, and support data-driven decisions for our businesses.Key Responsibilities:— Analyze payment metrics and conversion rates to identify growth opportunities for Approval Rate;— Prepare regular reporting and analytical insights for business teams;— Create and maintain dashboards tailored for various stakeholders;— Work with internal databases and external providers (API);— Monitor key performance indicators and assist in setting up alerts;— Engage with analytical models and metrics to enhance calculation logic;— Participate in improving data quality and update stability;— Identify and optimize bottlenecks in queries and visualizations.What We Value:— Over 2 years of experience in a Data/Financial/Product/BI Analyst role;— Proficient in SQL (joins, aggregates, window functions);— Experience with BI tools (Tableau / Power BI / Looker);Preferred Skills:— Understanding of DWH and ETL processes;— Ability to manage large data volumes and derive business insights;— Experience in Fintech, Payments, or E-commerce.SKELAR Foundation is a charitable initiative created by our team, aimed at funding projects that address the consequences of war and aid in Ukraine's recovery.At SKELAR, we foster an environment for individuals capable of building successful companies, which we refer to as the next big everything. We believe in their potential and scalability.We aim to continue developing tech businesses, conquering global markets, and working towards Ukraine's victory . We've created all necessary opportunities within our venture builder: — 8 SKELAR Platform teams that ensure operational efficiency for businesses, from recruitment and technical support to financial and legal architecture; — A community of founders who have launched multiple businesses and can share practical experience; — Internal clubs focused on professional areas: marketing, development, finance, recruitment; — Training sessions, courses, and conference attendance; — Medical insurance and a corporate physician. Join us in building the next big everything!

KPMG, a leading international firm in audit and consulting, is on the lookout for a talented Motion Graphic Designer with strong graphic design skills. If you have a passion for contemporary visual communication, enjoy bringing ideas to life through animation, and aspire to work on large-scale projects for an esteemed global brand, we would love to hear from you!Your Responsibilities: Create dynamic animated videos for social media and internal communications.Develop video creatives and animated advertising materials for platforms such as Facebook, Instagram, and LinkedIn.Edit videos for our YouTube channel.Design static graphics (social media visuals, banners, etc.) that align with our brand identity.Qualifications: Proficient in After Effects, Premiere Pro, Photoshop, and Illustrator.Experience in animation, video editing, and visual storytelling.Possess a modern aesthetic sense and the ability to tailor trends to corporate identity.Have a portfolio showcasing motion design work and at least 2 years of professional experience.Demonstrate responsibility towards deadlines and commitment to delivering high-quality projects.Preferred Skills: Ability to generate creative ideas and suggest visual solutions.Intermediate English proficiency.Experience with PowerPoint.

Hello!We are looking for a Junior Product Manager to join our innovative team at Ruut. This is an exciting opportunity for those eager to grow rapidly while diving deep into the business realm. It’s the perfect chance for an A-player with a founder's mindset—someone who wants to be part of substantial growth rather than just completing tasks.What is Ruut?Ruut is a digital coach designed to help individuals maintain consistent training and recovery by making data-driven daily decisions. We combine personalized running plans, high-quality recovery content, and analytics to minimize injury risks and chaotic training. Our product is a synergy of Whoop × Runna, focusing on long-term fitness and health.We are an early-stage, fast-paced startup targeting a Tier-1 English-speaking audience.Our traction so far:Product launch is scheduled for July 2025Total growth achieved in 6 months is x45Unit economics were identified in the second weekOne of the fastest-growing businesses in our ecosystemYou are a perfect fit if:You want to have a direct impact from day one—on both the product and the business.You are passionate about sports—running, swimming, training—and want to build a product you will use yourself.You think like a future CEO: you do not wait for tasks; instead, you shape the direction, take on responsibilities, propose ideas, test, and analyze.You aspire for rapid career growth—potential development paths include Product, Marketing/Growth, or Ops/Business direction.You resonate with the dynamics of a startup, quick decision-making, direct collaboration with the CEO/CMO, and a culture of strong, engaged individuals.Responsibilities in this role:Collaborate with the team to form product and business hypotheses, planning tests and experiments.Translate ideas into MVP/proof-of-concept for real users.Work with design, analytics, and development, overseeing features from concept to release.Analyze the impact of changes on product metrics (activation, retention, LTV, revenue).Conduct user and market research: interviews, surveys, and data analysis.

KPMG is a leading international network of independent firms providing audit, tax, and advisory services. For more insights about KPMG in Ukraine, please follow this link.KPMG Ukraine has been recognized as one of the top 50 employers by Forbes (2023-2024) and is ranked among the top 5 employers for youth in the audit and consulting sector in a student survey conducted by the branding agency UGEN in 2023-2024. In March 2025, KPMG Ukraine joined a group of leading companies that first signed the Principles of Business Friendly to Veterans. Additionally, we are listed among the taxpayers with high levels of voluntary compliance with tax legislation, known as the 'White Club'.We are currently seeking a Junior Auditor who is eager to grow in this field and become part of a team of professionals!Why should you join us? Here’s what we offer:Work in teams that create meaningful impact;Access to internal and external training that enhances professional skills;Participation in national reconstruction projects;Psychological support services (increased consultations for mobilized personnel, veterans, and their families);Medical insurance (extended options for veterans);29 calendar days of vacation;5 additional paid days for health care;Wellness webinars, yoga classes, book clubs, women’s community, and blood donor community;Opportunity to work remotely or from a comfortable office in the city center;Charitable activities and volunteering, support for vulnerable groups, animal care, and green office initiatives;Official salary with tax deductions;Exciting challenges and transparent growth conditions;Contributions and donations towards victory.What awaits you?Execution of preliminary audit procedures;Preparation of working papers for audit projects;Collaboration with experienced colleagues;Interaction with the company's tax and consulting departments.This job is for you if you:Are a student (2nd to 6th year) or a graduate in economic disciplines;Have English proficiency at level B1 or higher;Possess analytical skills;Can work in a team and are eager to learn and develop in auditing.KPMG Ukraine creates a working environment where everyone has opportunities for development and career building: the company adheres to a zero-tolerance principle towards any manifestations of discrimination based on age, gender, sexual orientation, or disability. We respect diversity of thought and experience, believing that working together, people with different knowledge and perspectives generate more creative ideas, find better solutions, and develop innovative products.

Join Atto Trading, a leading quantitative trading firm established in 2010, renowned for our innovative high-frequency trading strategies. As we continue to grow our international team, we are eager to welcome a skilled Data Engineer who will be instrumental in the development of our extensive Data Lake, catering to an increasing array of research and production datasets. Our collaborative culture fosters learning and innovation, empowering our team to tackle complex challenges and drive profitability through rapid market responsiveness.Key Responsibilities:Design and manage high-performance, scalable on-premise data storage systems optimized for extensive data access and analytics tasks.Configure and oversee compute clusters for distributed data processing.Develop capacity and scalability plans to support annual data growth exceeding 100TB.Create efficient monitoring and alerting systems to anticipate growth trends and manage critical situations proactively.Build, automate, and maintain various data pipelines to ensure smooth data flow.Enhance existing and establish new data checks to ensure data integrity.Implement a comprehensive on-premise Data Lake connected to VAST storage for normalized market data across multiple sources including:US Equities, US Futures, and SIP feedsAdditional market data sources as they become availableSecurity Definition data for various marketsPrivate column dataDevelop and manage end-to-end data pipelines with monitoring to ensure data quality and governance.Analyze existing data models and usage patterns to identify bottlenecks and optimization possibilities.Create metadata and catalog layers for efficient data discovery.Design event-driven architectures for near real-time market data processing.Oversee ETL/ELT data pipelines using tools like Prefect or Airflow, ensuring robustness and clear operational ownership.Guarantee fault tolerance, scalability, and availability across our systems.Collaborate with traders, quantitative researchers, and other stakeholders to enhance the usability and performance of the Data Lake.