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Samatha Amsala

@samathaamsala

Data Engineer specializing in scalable cloud ETL/ELT, dimensional modeling, and analytics.

United States
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What I'm looking for

I want to build scalable, cloud-native data platforms—owning ETL/ELT, dimensional modeling, and performance tuning—while collaborating in Agile teams on secure, governed pipelines that power financial and operational analytics.

I’m a Data Engineer with 5+ years of experience designing, developing, and optimizing enterprise data warehousing and analytics solutions for financial services and airline domains.

I build scalable ETL/ELT pipelines and dimensional models (Star & Snowflake schema), delivering high-performance reporting systems with Informatica PowerCenter, Snowflake, and AWS cloud technologies.

I integrate heterogeneous data sources (Teradata, Oracle, SQL Server, and flat files) into centralized data warehouses, and I implement Slowly Changing Dimensions (Type I & II), data quality frameworks, and performance tuning for ETL workflows and SQL queries.

In my recent work, I’ve engineered near real-time ingestion using Snowflake Streams/Tasks/Snowpipe and automated scheduling/monitoring with Control-M and CloudWatch. I also deliver CI/CD pipelines with Git/Bitbucket/Jenkins, support Agile (Scrum/JIRA), and help teams apply data governance, data lineage, and secure access patterns (AWS IAM roles, Snowflake RBAC, KMS).

Experience

Work history, roles, and key accomplishments

American Express logoAE
Current

Data Engineer

May 2024 - Present (2 years 1 month)

Architected cloud-native data pipelines on Snowflake, AWS S3, AWS Glue, and Python to process structured/semi-structured financial datasets, handling billions of records in an enterprise environment. Built near real-time ingestion with Snowflake Streams/Tasks/Snowpipe, implemented SCD Type I/II, and reduced ETL execution time by 35% through extensive performance tuning and optimized transformation

Delta Airlines logoDA

Data Analyst

Delta Airlines

Jan 2023 - Apr 2024 (1 year 3 months)

Delivered analytics for airline operations and predictive maintenance by transforming high-volume passenger and operational datasets into models and executive dashboards. Built automated KPI reporting in Power BI and Tableau and improved performance by optimizing data extraction/transformations from Teradata and SQL Server to reduce query runtime.

Accenture logoAC

Data Analyst

Jan 2016 - Mar 2018 (2 years 2 months)

Built and maintained end-to-end Informatica PowerCenter ETL pipelines for financial services clients, integrating customer, policy, claims, and financial data into dimensional data warehouse layers. Implemented Star/Snowflake modeling with SCD Type I/II, tuned SQL/ETL performance to reduce report generation time, and delivered KPI reporting via Tableau and SSRS with governance-focused documentatio

Education

Degrees, certifications, and relevant coursework

Bellevue University logoBU

Bellevue University

Master of Science in Information Systems, Information Systems

Completed a master’s in information systems at Bellevue University (graduated June 2024).

Jawaharlal Nehru Technological University (JNTU), Hyderabad logoJH

Jawaharlal Nehru Technological University (JNTU), Hyderabad

Master of Science in Computer Science, Computer Science

Completed a master’s in computer science at JNTU Hyderabad (graduated June 2012).

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