AWS Offering

Amazon EMR

New Math Data designs, builds, and optimizes high-performance data architectures and scalable data pipelines to process large volumes of data, fast.

Big-Data Performance Made Easy

Petabyte-scale analytics needs more than DIY Hadoop. Amazon EMR delivers fully managed Spark, Trino, Flink, and Hive runtimes that slash processing time and cost while auto-scaling to any workload. Deep AWS integration streamlines lakehouse pipelines, and built-in monitoring removes cluster headaches—so you focus on insights, not infrastructure. New Math Data adds proven IaC templates, autoscaling policies, and FinOps playbooks so you launch faster, spend less, and scale without surprises.

EMR Use Cases

Whether you’re refreshing nightly ETL or training the next GenAI model, EMR covers every data-intensive scenario:

Lakehouse ETL & Batch Processing

Transform terabytes into Iceberg, Delta, or Parquet tables ready for analytics and BI.

Interactive Data Science & Notebooks

Spin up EMR Studio or SageMaker Studio notebooks on demand for ad-hoc exploration.

Streaming & Clickstream Analytics

Ingest and aggregate Kafka / Kinesis streams with Spark Structured Streaming at millisecond latency.

Machine Learning & GenAI Training

Distribute model training and feature engineering with Spark MLlib and Ray on EMR.

Real-time Fraud & Anomaly Detection

Combine low-latency Spark jobs with Redshift zero-ETL to surface insights in seconds.

Cost-Optimized Batch Reporting

Use Spot, Graviton, and EMR Serverless to slash TCO for periodic heavy crunching.

Why New Math Data for AWS EMR Delivery?

Validated by AWS for deep expertise in turning EMR’s raw horsepower into reliable business value.

Engineer-Led Expertise

New Math Data’s senior engineers draw on decades of large-scale AI, data, and cloud delivery to solve complex business challenges quickly and effectively.

AWS Specialists

As an AWS Advanced Tier Partner with 16 validated competencies, we guide migrations and modernizations to keep projects on track and on budget.

End-to-End IT Solutions

We provide a full stack approach—from architecture design through deployment and optimization—across AI, cloud, and advanced analytics.

Customized Delivery

Every engagement is tailored to the unique requirements of your specific industry, from Financial Services & FinTech and Energy & Utilities to Healthcare & Life Sciences and Education.