Apache Spark Associate Architect for Datasphere

2 weeks ago

Bengaluru, India SAP Full time

What you’ll do

-

As an associate architect in the SAP datasphere team, you will

Develop and execute high-level architectural designs with respect the Apache Spark components in Datasphere ensuring that solutions are scalable, secure, and optimized for performance, meeting both technical and business requirements as well as product standards. Provide technical leadership and guidance to development teams, ensuring adherence to architectural best practices and product standards. Author clear technical documentation and presentations in collaboration with product engineers and architects to communicate architecture and design options to educate engineering teams and product managers.

What you bring

8-10 years of overall software development experience 

At least 4 years of development experience in Apache Spark framework 

In-depth knowledge of Spark Core, Spark SQL and Spark streaming

Experience in working with Data Frames, Datasets and RDDs

Experience in designing and implementing scalable and performance Spark-based systems 

Ability to implement real-time data processing and batch processing workflows

Good understanding of Spark architecture including driver and executor interaction

Proficiency in writing clean and efficient code in one or more Spark programming languages such as Python/Scala/Java

Proficiency in Spark job optimization including partitioning, caching and resource allocation

Familiarity with tuning techniques like adjusting executor memory, shuffle partitions, and broadcast joins.

Experience building and managing ETL pipelines using Spark.

Ability to connect and work with relational databases using JDBC/ODBC

Experience deploying Spark jobs on cloud platforms such as AWS, Azure, Google Cloud

Proficiency in using monitoring and debugging tools such as Spark UI, Grafana or Promethus

Writing and optimizing complex SQL queries and understanding query execution plans and leveraging Spark SQL for distributed query processing.

#SAPInternalT3

​Bring out your best

SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best.

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