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Saloni Singh

Senior Data Engineer @ Salesforce | Ex-ZS Associates, Ex-TCS | Snowflake, AWS, Spark, Airflow | IMMEDIATE JOINER

India

5+ years of work experience

Salesforce
Jan 20251 yr 9 mosPresent

Architected retry-safe ETL pipelines for Salesforce's Athena audit application, cutting production incidents by 40%. Contributed to migrating legacy Hive tables to Apache Iceberg for zero-downtime schema evolution. Built automated data quality frameworks and managed enterprise Airflow DAGs for Customer Insights.
ZS
Apr 20222 yrs 9 mosDec 2024

Designed ETL pipelines using SQL, Python, and PySpark, scaling datasets on AWS Redshift and Glue. Built Power BI/Tableau dashboards that improved sales operations efficiency by ~30%. Automated reporting workflows, cutting time-to-insight by ~40%.
Tata Consultancy Services
Nov 20201 yr 6 mosApr 2022

Integrated AWS data sources into Power BI and Tableau for enterprise BI environments. Designed dashboards and data models, reducing reporting discrepancies by ~20%

Saloni’s AI Stack

claude code
claude code
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claude
gemini
gemini
Make
Make
Suno
Suno

Education

GALGOTIA S COLLEGE OF ENGINEERING AND TECHNOLOGY, GREATER NOIDA

BTech - Bachelor of Technology, Electrical, Electronics and Communications Engineering

GALGOTIA S COLLEGE OF ENGINEERING AND TECHNOLOGY, GREATER NOIDA

20164 yrs2020
Lucknow Public School, Lucknow

Lucknow Public School, Lucknow

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Headline

Senior Data Engineer @ Salesforce | Ex-ZS Associates, Ex-TCS | Snowflake, AWS, Spark, Airflow | IMMEDIATE JOINER

About

Senior Data Engineer with 5+ years designing and scaling data pipelines, data warehouses, and ETL workflows across AWS, Snowflake, Spark, and Airflow. At Salesforce, I work on retry-safe, idempotent ETL pipelines that cut production incidents by 40%, contribute to migrating legacy Hive tables to Apache Iceberg for zero-downtime schema evolution, and tune high-concurrency SQL across Snowflake, Hive, and Athena. Previously at ZS Associates, I built Power BI/Tableau dashboards that improved sales operations efficiency by ~30% and automated reporting workflows that cut time-to-insight by ~40%. At TCS, I reduced reporting discrepancies by ~20% through data validation and reconciliation work. I specialize in turning complex, high-volume data into reliable, decision-ready systems — partnering closely with Product, Analytics, and Data Science teams along the way.

Location

India

AI stack

claude code

claude

gemini

Make

Suno

Work experience

Senior Data Engineer at Salesforce, Jan 2025 - Present · 1 yr 9 mos, Architected retry-safe ETL pipelines for Salesforce's Athena audit application, cutting production incidents by 40%. Contributed to migrating legacy Hive tables to Apache Iceberg for zero-downtime schema evolution. Built automated data quality frameworks and managed enterprise Airflow DAGs for Customer Insights.

Data Engineer at ZS, Apr 2022 - Dec 2024 · 2 yrs 9 mos, Designed ETL pipelines using SQL, Python, and PySpark, scaling datasets on AWS Redshift and Glue. Built Power BI/Tableau dashboards that improved sales operations efficiency by ~30%. Automated reporting workflows, cutting time-to-insight by ~40%.

Data Engineer at Tata Consultancy Services, Nov 2020 - Apr 2022 · 1 yr 6 mos, Integrated AWS data sources into Power BI and Tableau for enterprise BI environments. Designed dashboards and data models, reducing reporting discrepancies by ~20%

Education

BTech - Bachelor of Technology, Electrical, Electronics and Communications Engineering, GALGOTIA S COLLEGE OF ENGINEERING AND TECHNOLOGY, GREATER NOIDA

Lucknow Public School, Lucknow

Saloni Singh - Senior Data Engineer in India | Tal