Data Engineer (Spark/Scala)

About The Role

We are seeking an experienced Data Engineer to design, build, and optimize complex data workflows across on-premises and cloud environments. This role requires deep hands-on expertise in Apache Spark, Databricks, and Scala/PySpark, along with strong SQL and Python skills, to build robust, high-performance data pipelines. You will work extensively on complex on-prem workflows, integrating data across multiple file systems and formats, migrating and modernizing legacy processes, and ensuring efficient, reliable data movement across heterogeneous environments.

Key Responsibilities

Design, develop, and maintain large-scale data pipelines using Apache Spark, Databricks, Scala Spark, and PySpark
Build and support complex on-premises data workflows, including migration/hybrid on-prem-to-cloud integration patterns
Integrate data across diverse file systems (on-prem file shares, NAS, HDFS, S3) and formats JSON, Parquet, Fixed-Length, CSV, Excel, Avro
Write efficient, optimized SQL for data extraction, transformation,



and loading across relational databases
Connect to and extract data efficiently from various source databases, tuning queries and pipelines for performance at scale
Develop and maintain workflow orchestration using Airflow (or similar schedulers) for reliable, monitored pipeline execution
Write clean, production-grade Python code for data processing, automation, and tooling
Build and maintain unit/integration tests for data pipelines to ensure data quality and reliability
Create and maintain transparent technical documentation for pipelines, data flows, and system architecture
Troubleshoot and resolve data pipeline failures, performance bottlenecks, and data quality issues in complex, multi-system workflows
Collaborate with cross-functional teams (data science, analytics, application engineering) to support downstream data consumption
Support cloud integration efforts, particularly with Azure, as workloads evolve from on-

📌 Data Engineer-Spark,Scala (Bengaluru)
🏢 Zorba AI
📍 Bengaluru