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- Senior Solutions Architect with over 20 years of comprehensive experience in the implementation of Advanced Analytics & Data Warehousing solutions. - Lead numerous cross-functional projects to support the organization’s operational effectiveness by expanding Analytical capabilities. - Diverse experience spans multidimensional data warehouse implementations that involve DW architecture, ETL architecture, systems integration, quality control, automation and analytics. - Strong ability to solve complex problems and present solutions to both business and technical teams - Consistently demonstrated the ability to apply technical skills for the achievement of tactical and strategic business solutions and also leveraged managerial and interpersonal skills to motivate, direct and lead consultant teams through complete project life cycles.
Datafutures
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Enterprise Data ArchitectDatafutures Apr 2024 - PresentBerkeley Heights, Us -
Enterprise Data Architect, Data Product Delivery Expert, Chief Inspiration OfficerThe Data Consortium Apr 2024 - PresentPioneering a new approach to information technology services, built on the foundation of cooperation between independent contractors and small companies. Our mission is to create innovative, flexible, and client-centric IT solutions that challenge the traditional corporate model. -
Enterprise Data Architect At Mckinsey TechnologyMckinsey & Company Aug 2022 - Apr 2024Us -
Enterprise Data Warehouse ArchitectClover Health Apr 2021 - Dec 2022Nashville, Tennessee, UsThe goal of this project is - Analyze and transition a large number of various vendor source data to GCP and Snowflake platform, - Build the framework for onboarding new vendors- Build Quality Control checks to validate daily loads- Build Member and Claims Data Model My personal contribution included Snowflake environment model, ELT Framework standards, Member and Claims Data Model Technology: GCP for data storage. Matillion, Python, Shell scripting for ETL, Snowflake for Warehouse -
Enterprise Data ArchitectCaserta Jun 2022 - Aug 2022New York, New York, Us -
Senior Data Engineer/Data AnalystSpotify Nov 2020 - Feb 2021Stockholm, Stockholm County, SeAs part of transitioning to the MLC blanket license as of Jan 1, 2021, Spotify, and other DSPs who previously operated under the compulsory license framework must provide a cumulative report of historic unpaid royalties relating to usage periods going back to service launch in the US. This report is made up of financial statements detailing the remaining accrued royalties for tracks on Spotify for all past periods.The main challenge was the fact that it was the first time Spotify had to provide this information. There was also very short turnaround time between receiving the HFA source data and producing the final exports for MLC. There were only 11 calendar days to be exact. It was an intense team effort.- Derived technical requirements from various discussions on the subject. - Designed the Data Model.- Wrote code to load, QA, clean, calculate, validate and export the data.- Performed adhoc analysis.Technology: GCP for data storage. Jupyter Notebooks, Python, Shell scripting for ETL. BQ for Warehouse. -
Data Architect/Business AnalystMoffitt Cancer Center Jun 2020 - Oct 2020Tampa, Fl, UsBuilding the analytical capability for the clinical and research aspects of Moffitt Cancer Center.Main goals of the project were to bring clinical patient data from various sources into cloud, enable analysis for the researches as well as future AI capabilities.- Designed and implemented Snowflake Architecture; Warehouses, Schemas, Roles, Grants, Users, Row level security and Masking Policies.- Designed the Data Model and completed Source to Target specifications based on user requirements- Developed ELT logic in MatillionTechnology: AWS platform data ingest and Data Lake, Snowflake as DB, Matillion as ELT -
Big Data Engineer/Data Architect/Business AnalystTake 2 Interactive Software Pty Ltd Mar 2019 - Oct 2019Main goals of the project were - Move 11G and 12C Oracle Warehouse to AWS and Snowflake- Integrate Hyperion data into Snowflake DW- Add new data sources to Snowflake DW- Implement Row Level SecurityDesigned Data Model for Hyperion, built ETL in Python to populate Facts, Dimensions, Hierarchies and perform error handling, built complex views to generate PnL reports from Snowflake via Tableau. -
Project Manager Otsuka It PmoOtsuka Pharmaceutical Companies (U.S.) Mar 2018 - Feb 2019Princeton, Nj, UsManaging a portfolio of projects to support Otsuka's Sales Force analytical solution. Successfully delivered projects such as Sales Leadership Dashboard, Change from Quarterly to Trimester based reporting as well multiple enhancements to the platform. -
Data Architect/Etl Architect/Big Data Engineer/Business AnalystThe New York Times Dec 2016 - Mar 2018New York, Ny, UsHDSOR Project - Consulting Engagement through Caserta ConceptsHDSOR is 1.5yrs project to rebuild outdated NYT Print Data Warehouse on Google Cloud platform. The new Data Model allows to analyze NYT Print business with greater accuracy and much deeper levels of granularity while improving the overall performance due to GC technology. The custom built framework includes Ingest functionality, Data Lake maintenance and Archiving, Type 1 and Type 2 Treatments, QA and issue alerts. Solution includes custom built Geography and Customer master data.Technology: Sources - Aristo CRM Oracle DB, AS400 Print system, Marketing MODS Postgres DB, Sublink API, AX Payment API.Solution: Ingest and Data Lake in GCS, Job scheduling in Airflow, Data Warehouse in BQ, Custom built framework/treatments in Python, ETL in PySpark Notebooks, BI Dashboards in Chartio and Tableau.Project Management:Agile methodology, PM tools - JIRA, Slack, Version control - Githib, Documentation - Confluence, Google Docs -
Managing ConsultantPurdue Pharma L.P. Nov 2016 - Dec 2016Stamford, Ct, Us- Customer MDM SOP (Reltio Cloud MDM)- Sales Force Credentialing SOP, Speaker Programs SOP -
Project Manager/Sr Data Engineer/Business AnalystEquinox Dec 2015 - Jun 2016New York, New York, UsLEADS project - Consulting Engagement through Caserta ConceptsThe goal was to rebuild existing warehouse in Amazon Redshift with improved Data Model and integration with Omniture clickstream data, to fine tune MDM solution and source directly from Sales Force. The newly minted warehouse provides improved data quality, deeper analytical insight into the Lead Life Cycle, Engagement Channels, Campaign Effectiveness and Sales Activities by Membership Advisors.Technology: Data Sources - Sales Force and Omniture, DB - Microsoft SQL server, Teradata and Amazon Redshift, ETL - Informatica, BI Tools - Business Objects and Tableau.Project Management:Agile methodology, PM tools - JIRA, Slack, Version control - Informatica, BitBucket, Documentation - Confluence -
Solution ArchitectCoty Oct 2013 - Nov 2015Amsterdam, North Holland, NlFP&A BI Solution Project - Consulting engagement through Caserta ConceptsOn this project our team had an opportunity to build the whole Global BI Solution from the ground up. Global BI Solution offered new analytical capabilities and produced significant savings for the client by replacing large portion of the enterprise BW functionality.The solution is 100% Cloud based and included Data Warehouse in Netezza, Informatica as an ETL and Microstrategy as BI tool. The data sources consisted of Hyperion, SAP, Manugistics and Local Markets planning data. The goal was to achieve connectivity all the way from the Hyperion FMI data to the SAP Local Ledgers to the SAP Sales Orders. - The overall solution offered Finance users the ability to analyze the P&L statutory reports on Local GL and even Orders detail level. This has never been available to them before. - Another big win was the ability to apply Fx conversion to Local Ledger and Sales Order data on a fly using Hyperion Fx RatesMy role on this project was to - work with the business clients to understand business requirements- work with HFM and SAP SMEs to clarify technical requirements- work with the Data Architect, ETL Architect and Microstartegy Architect on the end to end implementation- coordinate our team's deliverables on multiple workstreams with competing priorities- drive the completion of tasks on time with highest standards of quality- plan and execute UAT, complete documentation, train users globally -
Bi Project ManagerTishman Speyer Nov 2011 - Aug 2013New York, Ny, UsLead Warehouse transition to a new vendor- Initiated process improvements and quality control that allowed to cut on support hours by 30%- Managed portfolio of 19 projects for the total of $1,100,000 - Managed support teams with two vendors for the total of $850,000- Improved business processes and vendor communication that allowed to streamline the quarterly financial planning and eliminate delays in delivery- Came up with initiative to provide Financial Planning and Accounting team with BI tool that will bring about $350k in savings by eliminating adhoc requests to vendors. Completed research, POC and gained budget approval for BI tool implementation. -
Etl Architect On Marketing And Sales Operations Systems TransformationAbbott Laboratories Feb 2011 - Oct 2011Abbott Park, Illinois, UsMOST Project - Consulting engagement through Highpoint SolutionsDesign the ETL Framework for MOST project that will encompass processes scheduling, ETL standards, performance improvements and provide flexibility of operational support in production environment.Identify technical challenges and provide solutions.Manage a team of developers during design, development, testing and production rollout. -
Technical Lead/Etl Architect/AnalystPfizer Jul 2007 - Apr 2011New York, New York, UsStaff Augmentation role - Consulting engagement through Highpoint Solutions• Key liaison between business and technology groups. Responsible for Gap Analysis, Requirements gathering, Architecture and Design.• Responsible for project communications including status, technical recommendations, project risks and constraints. • Planned & executed deployment, including transition into Production SME.• Coordinated the enhancement of analytical capabilities and supporting technology platform.• Performed Data/Process Analysis and Data Modeling to architect optimal technical solutions aligned with client’s vision.• Provided technical implementation options for clients in order to enable them to meet the strategic business goals within a significantly reduced timeframe and budget.• Conceived and implemented in depth Data Profile Analysis and QA/QC routines that allowed tracking and identifying data trends and anomalies.• Provided cross team communication on data findings, current statuses and issues resolution progress• Conducted workshops and KT sessions with key users and supporting consultant teams -
Senior Etl ConsultantForest Laboratories 2011 - 2011UsProject Synergy - Consulting engagement through Highpoint SolutionsProject Synergy is the data integration project in Pricing and Contracting Warehouse where iMANY Classic system was replaced by the iMANY Contractsphere. The system processes pricing and contracting that includes Government, Medicaid and Wholesalers data.Performed gap analysis Designed the overall framework that included Data Alerts, Data Retention and System RecoveryCreated System Design documentation Lead the technical team through development and unit testing for Phase I and Phase IIManaged Project Technical Status communication with Business Sponsors -
Project Manager/Technical LeadAppliedinfo Partners 2000 - 2007Somerset, Nj, UsFunctioned in Technical Lead and Project Manager role on numerous projects. Led documentation, design and development on projects involving data processing and web based UI applications. Mentored and supervised developers.Proactively worked with business clients to understand their business processes and recommended IT solutions to solve challenges. Led technical design and modifications of Draws/Payroll systems and reporting modules. Evaluated impact of evolved business requirements on system results. -
Systems AnalystCivic Development Group 1996 - 2000Responsible for design, development and maintenance of database applications supporting day-to-day operations of a large telemarketing company. Worked with clients on project specifications. Created plans of start up work for a team of up to 4 developers. Received numerous awards & accolades for consistently exceeding expectations.
Marina Cruceru Skills
Marina Cruceru Education Details
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Dnipropetrovs'Kij Nacional'Nij UniversitetApplied Mathematics
Frequently Asked Questions about Marina Cruceru
What company does Marina Cruceru work for?
Marina Cruceru works for Datafutures
What is Marina Cruceru's role at the current company?
Marina Cruceru's current role is Enterprise Data Warehouse Architect | Data Product Delivery Expert | Chief Inspiration Officer.
What is Marina Cruceru's email address?
Marina Cruceru's email address is ma****@****rta.com
What schools did Marina Cruceru attend?
Marina Cruceru attended Dnipropetrovs'kij Nacional'nij Universitet.
What are some of Marina Cruceru's interests?
Marina Cruceru has interest in Education, Environment, Science And Technology, Animal Welfare, Arts And Culture.
What skills is Marina Cruceru known for?
Marina Cruceru has skills like Business Intelligence, Data Warehousing, Data Modeling, Etl, Data Integration, Analytics, Database Design, Sdlc, Business Analysis, Business Process, Data Analysis, Solution Architecture.
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