EC2 S3 Lambda Step Functions PostgreSQL

SQL Shell scripting Snowflake AWS redshift

EC2 ECS S3 RDS Lambda

SSIS Azure Data Factory Apache Spark Talend AWS Redshift

SDLC AWS Step Functions AWS MWAA DocumentDB DynamoDB

RPA HTTP REST RESTful JSON API

AWS Glue Aurora Postgres EKS Redshift PySpark

Amazon S3 Amazon Redshift AWS Glue ETL processes Python

Redshift DynamoDB Data lakes ( S3 Glue (Crawlers ETL

AWS Glue S3 EC2 Redshift QA testing

Kafka brokers zookeepers KSQL KStream Kubernetes

Kafka brokers zookeepers KSQL KStream Kubernetes

Python Spark Framework SQL NoSQL Redshift

AWS Spark Python SQL S3

Pentaho Analytics SQL Server SQL Programming Pentaho BI Suite Amazon Redshift