---
title: "Saloni Singh - Senior Data Engineer in India | Tal"
description: "Meet Saloni Singh, Senior Data Engineer @ Salesforce | Ex-ZS Associates, Ex-TCS | Snowflake, AWS, Spark, Airflow | IMMEDIATE JOINER based in India. AI stack includes claude code, claude, and gemini."
image: "https://tal.club/meet/saloni-singh-3/share-image"
---

# Saloni Singh on Tal

## 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

[View the original profile](https://tal.club/meet/saloni-singh-3)

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