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Data Operations and SupporteasyMultiple SelectObjective-mapped

DEA-C01 Data Operations and Support Practice Question

Which TWO AWS services can be used to schedule and orchestrate ETL workflows that involve multiple steps and dependencies? (Choose 2.)

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

AWS Step Functions

The correct answers are D (AWS Step Functions) and E (Amazon Managed Workflows for Apache Airflow). AWS Step Functions is a serverless orchestration service that lets you coordinate multiple AWS services into flexible, multi-step workflows. It is ideal for ETL pipelines that require sequential steps, branching, and error handling. Amazon MWAA is a managed service for Apache Airflow, an open-source platform used to programmatically author, schedule, and monitor workflows. MWAA simplifies setting up and operating Airflow, making it suitable for complex ETL orchestration with dependencies. In contrast, AWS Batch (A) is designed for batch computing jobs, not workflow orchestration. AWS Lambda (B) is for individual serverless functions, not multi-step orchestration. AWS Data Pipeline (C) is an older ETL orchestration service that is less flexible and less commonly used compared to Step Functions and MWAA.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • AWS Batch

    Why it's wrong here

    Batch is for running batch jobs, not for orchestrating dependencies.

  • AWS Lambda

    Why it's wrong here

    Lambda is for serverless functions, not workflow orchestration.

  • AWS Data Pipeline

    Why it's wrong here

    Data Pipeline is a legacy service; not the best choice today.

  • AWS Step Functions

    Why this is correct

    Step Functions can coordinate multiple AWS services into workflows.

  • Amazon Managed Workflows for Apache Airflow (MWAA)

    Why this is correct

    MWAA is a managed Apache Airflow environment for orchestration.

Quick reference

Cloud Service Model Comparison

ModelYou ManageProvider ManagesExamples
IaaSOS, runtime, apps, dataHardware, hypervisor, networkingEC2, Azure VMs, GCP Compute Engine
PaaSApps and dataOS, runtime, middleware, hardwareElastic Beanstalk, Azure App Service
SaaSData and settings onlyEverything elseMicrosoft 365, Salesforce, Workday
FaaS / ServerlessFunction code onlyInfra, scaling, runtimeLambda, Azure Functions, Cloud Run
CaaSContainers and appsKubernetes, OS, hardwareEKS, AKS, GKE

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JA

Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

This DEA-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the DEA-C01 exam.