---
title: "Shivangi Majumder - Specialist - Data Engineering in Pune Division | Tal"
description: "Meet Shivangi Majumder, Data Engineer | 7 years of Large-scale Pipeline Development | Apache Spark | Kafka | Hive | Transitioning to Product / GCC | Open to opportunities based in Pune Division. AI stack includes antigravity, codex, and claudecode."
image: "https://tal.club/meet/shivangi-majumder/share-image"
---

# Shivangi Majumder on Tal

## Headline

Data Engineer \| 7 years of Large\-scale Pipeline Development \| Apache Spark \| Kafka \| Hive \| Transitioning to Product / GCC \| Open to opportunities

## About

I build data pipelines that don't break at scale\. 7 years in data engineering has taught me one thing clearly — most data problems aren't technology problems\. They're architecture decisions made too early, at too small a scale, by teams that didn't anticipate growth\. I've spent my career fixing those decisions: rebuilding ETL frameworks that buckled under volume, tuning Spark jobs that were burning cluster resources, engineering Kafka producers that could handle upstream chaos without manual intervention\. My background is on\-premise Hadoop/Spark at enterprise scale — processing 1M\+ daily records, managing data lineage and governance across complex BFSI and FMCG pipelines, and delivering zero\-defect data integrity for downstream ML and BI consumers\. I've worked across IBM, Accenture, Capgemini and LTM, which means I've seen how data engineering works — and breaks — across very different organisational contexts\. I'm now looking to take that foundation into a product or GCC environment where the data problems are harder, the iteration is faster, and the impact is more direct\. Specifically interested in roles where I'm building platforms, not just maintaining pipelines\. Currently upskilling on Databricks and cloud\-native tooling to close the gap between where I've worked and where I want to go — and I'd rather be honest about that than pretend I'm something I'm not\. If you're building something where the data layer actually matters, I'd like to be part of that conversation\.

## Location

Pune Division

## AI stack

antigravity

codex

claudecode

## Work experience

Specialist \- Data Engineering at LTM, Nov 2024 \- Present · 1 yr 10 mos, Pune District, Maharashtra, India, Domain: BFSI, Banking and Financial Services Engineered a fault\-tolerant Kafka producer capable of dynamically interpreting multi\-format messages and auto\-resolving upstream data mappings, reducing manual intervention in ingestion workflows\. Designed and delivered an end\-to\-end PySpark data pipeline to process and standardise raw datasets, enabling faster feature engineering turnaround for the ML team\. Applied domain\-specific business rules and filters to enrich datasets before handoff, improving data relevance and prediction model accuracy for downstream ML workflows\. Leveraged Generative AI tools including GitHub Copilot and ChatGPT to accelerate code development, automate documentation, and streamline repetitive pipeline tasks\. Led a team of 3 engineers, coordinating task allocation, resolving technical blockers, and ensuring on\-time delivery of pipeline milestones aligned with project objectives\.

Data Engineering Sr Analyst at Accenture, Feb 2022 \- Oct 2024 · 2 yrs 9 mos, Pune District, Maharashtra, India, Domain: BFSI, Banking and Financial Services \- Enterprise Data Lake\. Owned end\-to\-end data project delivery across sourcing, lineage tracking, field mapping, validation, and reconciliation — ensuring zero\-defect data integrity for enterprise reporting pipelines\. Architected scalable data solutions using Apache Hive and PySpark on Cloudera, reliably processing over 1 million records daily with optimised storage and query performance\. Built and maintained production\-grade Hadoop and Spark pipelines to ingest, transform, and deliver large\-scale structured datasets to downstream BI and analytics consumers\. Diagnosed YARN resource bottlenecks and proposed tuning strategies for queue management and memory allocation, resulting in measurable improvement in cluster throughput and job execution time\. Conducted regular peer code reviews and mentored junior engineers on PySpark best practices, coding standards, and pipeline optimisation — improving team\-wide code quality and reducing rework\.

System Engineer at IBM, Feb 2021 \- Jan 2022 · 1 yr, Kolkata, West Bengal, India, Associated with Fortune 500 client company in Domain: Pharmaceuticals, FMCG\. Engaged in dealing with clients from \- Switzerland, Italy, France, Poland, Russia, Indonesia, Philippines and Brasil\. Consistently recognised for good performance at work\. Wrote optimised SQL scripts to extract and aggregate pharmaceutical data, supporting timely generation of operational reports and ensuring audit\-readiness of data records\. Actively participated in Agile ceremonies including sprint planning, daily standups, and sprint reviews — contributing to structured, iterative delivery of project milestones\. Coordinated with project management to track team deliverables, flag risks, and prepare detailed progress reports for stakeholder visibility\.

Software Engineer at Capgemini, Sep 2018 \- Jul 2019 · 11 mos, Managed and optimised relational databases by implementing schema changes, query tuning, and performance enhancements to support evolving application requirements\. Conducted post\-batch validation of application databases following scheduled runs, identifying and resolving anomalies to ensure data integrity and system continuity\. Resolved technical issues and guided end users through expert support, achieving 100% problem resolution\.

Software Associate at Capgemini, Sep 2017 \- Aug 2018 · 1 yr, Worked with Capgemini Internal \- Sogeti clients from European region\. Resolved technical issues and guided end users through expert support, achieving consistent problem resolution\.

## Education

Master of Computer Applications \- MCA, Computer Science, Vellore Institute of Technology

Bachelor in Computer Application, Computer Science, institute of engineering and management

[View the original profile](https://tal.club/meet/shivangi-majumder)

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