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Malav Parekh

@malavparekh

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Analytics Engineer with 4+ years of experience building scalable data solutions.

United States

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What I'm looking for

I am seeking a role that fosters collaboration, innovation, and opportunities for professional growth.

I am an Analytics Engineer with over four years of experience in building scalable data solutions that drive growth and enable smart decision-making. My expertise spans the modern data stack, and I am known for collaborating with go-to-market teams to deliver insights that significantly impact business outcomes.

In my current role at American Software, I engineered revenue and retention data marts using dbt, transforming raw data into a trusted semantic layer. This initiative powered standardized metrics across the organization and led to a targeted win-back strategy that increased renewal rates by 8 percentage points. My previous experience at Tala involved designing scalable data models and integrating CI/CD workflows, which cut development time by 50% and enhanced the efficiency of data-driven decision-making.

Experience

Work history, roles, and key accomplishments

Current

Analytics Engineer

Current

American Software

Jan 2024 - Present (1 year 5 months)

Engineered revenue and retention data marts in dbt by transforming raw subscription, billing, and CRM data into a trusted semantic layer, powering standardized metrics like ARR, MRR, churn, and NRR. Built self-serve dashboards surfacing pipeline efficiency and cohort performance, empowering Sales, Marketing, and RevOps teams to optimize funnel conversion and reduce ad-hoc reporting needs by 35%. D

DBT Airflow Snowflake Great Expectations SQL LookML Python Data Quality ETL GPT

Business Intelligence Engineer

Tala

Jun 2021 - Sep 2023 (2 years 3 months)

Designed and maintained scalable data models in dbt, transforming raw sources into trusted metrics and self-serve KPIs, enabling stakeholders across product, marketing, and operations to make data-informed decisions. Managed Airflow pipelines processing 2TB+ of daily marketing data across 4 regions, powering LTV, ROAS, and attribution dashboards used daily by 20+ stakeholders for campaign optimiza

DBT Airflow Snowflake GitHub Actions Kafka Data Modeling ETL SQL

Data Analyst Intern

University Of Maryland

Jan 2021 - Present (4 years 5 months)

Built executive dashboards and reports to support merchandise planning for the U.S. Open, increasing planning efficiency by 20%. Consolidated over 100 legacy reports into Tableau on a unified platform, reducing report generation time by 60%. Managed data delivery and quality checks with vendors like Aramark, ensuring accurate inputs for executive reporting.

Tableau Data Quality Reporting Data Analysis SQL Dashboards

Education

Degrees, certifications, and relevant coursework

DD University

Bachelor of Technology, Information Technology

Completed a Bachelor of Technology degree with a specialization in Information Technology. Developed foundational knowledge in software development, data structures, and computer networks.

University of Maryland, College Park

Master of Science, Information Systems

Activities and societies: Winner of UMD Data Challenge - Awarded Best Presentation of Results among 250 participating teams

Pursued a Master of Science in Information Systems, focusing on advanced topics in data management and analytics. Gained expertise in leveraging information systems to drive business intelligence and strategic decision-making.