New BatchData Engineering Offline & Online Weekend Batch Starting Soon in Pune!
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CAREER LANDSCAPE 2026 • DATA ENGINEERING MASTER TRACK

Data Engineering Course in Pune!

Every modern enterprise is shifting from legacy databases to cloud-native Big Data architectures. Global tech product hubs and MNCs in Pune are actively hiring engineers who build multi-terabyte ETL pipelines using PySpark & AWS.

120%
Average Salary Hike
3.5x
Data Job Growth
80%
Practical Cloud Labs
Download Complete Syllabus PDF
ISO Certified
80% Cloud Labs
250+ Hiring Partners
✦ WHAT YOU WILL ACHIEVE

Transform From Beginner to Enterprise Data Architect

  • Write production PySpark code on Databricks clusters.
  • Design Star & Snowflake schemas for Redshift & Snowflake.
  • Automate daily pipeline schedules using Apache Airflow DAGs.
COMPREHENSIVE SYLLABUS

Course Syllabus

Click on any module below to explore the detailed topics, tools used, and hands-on capstone deliverables.

Topics Covered (Scroll for all):
  • SQL Fundamentals & Relational Database Management System (RDBMS)
  • Relational Database Concepts, Normalization & Database Design
  • Advanced SQL Queries & Data Manipulation Techniques
  • SQL Joins (Inner, Left, Right, Full, Cross & Self Joins)
  • Subqueries, Common Table Expressions (CTEs) & Recursive CTEs
  • Window (Analytical) Functions for Data Analysis
  • Stored Procedures, User-Defined Functions (UDFs) & Views
  • Dynamic SQL Development & Parameterized Queries
  • Query Optimization, Indexing & SQL Performance Tuning
  • Transactions, ACID Properties & Concurrency Control
  • Error Handling, Exception Management & Debugging Techniques
  • JSON, XML & Semi-Structured Data Processing in SQL
  • ETL Development Using SQL
  • Data Validation, Data Cleansing & Business Rule Implementation
  • Watermark Tables for Incremental Data Processing
  • Audit Tables, Logging Frameworks & Data Lineage
  • Change Data Capture (CDC) Frameworks & Incremental Loading
  • Star Schema & Snowflake Schema Design
  • Fact Tables & Dimension Tables Modeling
  • Slowly Changing Dimensions (SCD Type 1 & Type 2)
  • Incremental Loading Strategies & Delta Processing
  • SQL Coding Standards & Enterprise Best Practices
  • SQL-Based Data Warehouse Development
  • Real-Time SQL Scenarios & Case Studies
  • Industry-Level Hands-on Projects & Interview Preparation
Tools Used:
PostgreSQLMySQLAdvanced SQLDBeaver
Hands-on Module ProjectDesign & optimize a multi-million record e-commerce SQL database schema.

What to Expect from the JVM Data Engineering Course in Pune

In-depth coverage of data engineering, from data collection to advanced analytics.

Real-world projects to build confidence and experience in data engineering tasks.

Training on tools like Apache Hadoop, Spark, Kafka, and AWS.

Learn from seasoned professionals with extensive industry experience.

We will provide you with free study material.

The course has an availability of 2 hours daily live classes.

Resume building, interview preparation, and 100 % job placement assistance.

JVM Institute Data Engineering Live Classroom Batch
LEARNING ADVANTAGE

Program Highlights & Benefits

6 Months Track

24 weeks live interactive training & 24/7 LMS.

Cloud Lab Clusters

Databricks, AWS, Azure, GCP & Snowflake sandboxes.

4 Capstone ETLs

Build production pipelines for e-commerce & finance.

1:1 Mentorship

Line-by-line code reviews by Senior Data Architects.

100% Placement

ATS resume crafting & direct MNC referrals.

ISO Certification

Industry-accredited Data Engineering diploma.

ENTERPRISE TECH ECOSYSTEM

Tools & Technologies You Will Master

Database

MySQL & SQL

Core SQL
Database

PostgreSQL & Oracle

Enterprise DB
Warehouse

Snowflake

High Demand
Warehouse

Bigdata

High Demand
Warehouse

Synapse

High Demand
Warehouse

redshift

High Demand
Programming

Python (Advanced & OOP)

Essential
Data Ingestion

REST APIs & JSON/XML

APIs
Big Data

PySpark & Apache Spark

Core Engine
Big Data

Apache Hadoop & HDFS

Distributed
Storage

Delta Lake & Lakehouse

ACID Transactions
Transformation

dbt (Data Build Tool)

Trending
Storage

GCP storage

Real-time Event
Storage

Storage Account

Real-time Event
Storage

HDFS

Real-time Event
Orchestration

Apache Airflow (DAGs)

Workflow
Streaming

Datastream

Real-time Event
Streaming

Delta table

Real-time Event
Azure Cloud

Azure Data Factory (ADF)

Cloud ETL
Azure Cloud

Azure Databricks

Enterprise
Azure Cloud

Azure Synapse & Storage

Analytics
Azure Cloud

Azure Key Vault & DevOps

Security & CI/CD
GCP Cloud

GCP BigQuery & Storage

Serverless DWH
GCP Cloud

GCP Dataproc & Dataflow

Managed Spark
GCP Cloud

GCP Cloud Composer & Pub/Sub

Cloud Airflow
DevOps

Git, GitHub & GitHub Actions

Version Control
DevOps

Docker & CI/CD Pipelines

Containers
BI & Analytics

Power BI & Data Modeling

Visualization
PORTFOLIO BUILDERS

Enterprise Capstone Projects

Real-Time E-Commerce Streaming

Multi-Terabyte Clickstream & Order Processing Engine

Build a real-time event ingestion engine using Apache Kafka and PySpark Structured Streaming to process high-velocity user activity logs, storing results in AWS Redshift for analytics dashboards.

PySparkKafkaAWS RedshiftAirflowPython
Handles 100,000+ events/sec with sub-second latency
Financial Fraud Detection

Databricks Delta Lakehouse Fraud Analytics Platform

Design an ACID-compliant Lakehouse architecture using Databricks and Delta Lake. Implement Time-Travel queries, data versioning, and automated data quality checks for credit card transactions.

DatabricksDelta LakePySpark SQLAWS S3Python
ACID transactional guarantees across 500GB+ datasets
Healthcare Cloud Warehouse

Snowflake Enterprise Patient Analytics Pipeline

Construct an automated cloud warehouse pipeline using Snowflake Snowpipe and Apache Airflow. Transform raw clinical records into dimensional Star Schemas optimized for executive decision-making.

SnowflakeSnowpipeApache AirflowAdvanced SQLPostgreSQL
Reduced query execution time by 75% via clustering keys
CAREER DESK

Dedicated 100% Placement Support Journey

01

ATS Resume Crafting

Tailored PySpark & Databricks keywords for ATS filters.

02

1-on-1 Tech Mocks

Simulated SQL coding & system design architecture rounds.

03

Hiring Referrals

Direct routing to 250+ partner MNCs in PAN India.

04

Salary Negotiation

Guidance to negotiate maximum compensation packages.

REAL TRANSCRIPTIONS

Student Success Stories

13 LPA Package

"My journey with JVM Institute has been truly life-changing. The training program provided in-depth knowledge of SQL, Python, PySpark, AWS, Azure, and real-time Data Engineering projects. The mock interviews and placement support helped me secure multiple offers including Zorba Consulting (13 LPA), Datametica (12.2 LPA), and IPG Mediabrands (12 LPA)."

Prathamesh
Prathamesh
Data Engineer
Zorba Consulting
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