AWS · DEA-C01

Scope Overreach — AWS Data Engineer (DEA-C01)

You solved a broader problem than what was asked. The scenario had specific constraints — you addressed requirements that weren't there.

A more powerful service is still wrong

The scenario asks for ad-hoc analytics on a modest S3 data lake with no concurrent-user SLA and infrequent query volume. The candidate selects Amazon Redshift Serverless because it handles analytics at scale. The exam is testing scope: Athena satisfies this requirement with zero cluster management and pay-per-query pricing. Redshift introduces provisioning decisions and cost structure the scenario never justified.

4%of exam questions affected (8 of 200)

The Scenario

A company needs to encrypt data at rest in an S3 bucket used for internal analytics reports. You recommend AWS CloudHSM with a custom key store, customer-managed KMS key with automatic rotation, and a key policy restricting access to specific IAM roles. The correct answer is SSE-S3 (Amazon S3-managed keys) — one setting, zero key management, meets the requirement. The scenario said "encrypt at rest." It did not say "FIPS 140-2 Level 3 compliance," "customer-managed key lifecycle," or "cross-account key sharing." CloudHSM is for organizations with regulatory requirements to control their own hardware security modules. You answered a compliance question that was not asked.

How to Spot It

  • Encryption at rest has three levels on S3: SSE-S3 (zero management), SSE-KMS (key policies and rotation control), SSE-C/client-side (you manage everything). The exam gives you a simple encryption requirement and tests whether you select the simplest option. Only escalate to KMS or CloudHSM when the scenario mentions compliance, audit requirements, or cross-account key access.
  • When your answer includes services the scenario never mentioned (CloudTrail for auditing, Config for compliance checking, GuardDuty for threat detection), verify the scenario asked for those capabilities. Solving adjacent problems is over-reaching.
  • VPC endpoints come in two types: Gateway (free, for S3 and DynamoDB) and Interface (costs $0.01/hour per AZ, for everything else). If the scenario asks for private access to S3, a Gateway endpoint is free. Recommending PrivateLink Interface endpoints for S3 is scope overreach and adds unnecessary cost.

Decision Rules

Whether the scenario requires detection-only (Macie classifies PII) or access-control enforcement (Lake Formation column-level permissions) — or both — to satisfy a cross-account least-privilege constraint on PII column visibility.

AWS Lake FormationAmazon MacieAmazon S3

Whether data-transformation masking (Glue DataBrew recipe writing an anonymized output) or query-time access restriction (Lake Formation column permissions) satisfies the HIPAA requirement that PII is de-identified—not merely hidden from the consumer account—before cross-account delivery.

AWS Glue DataBrewAWS Key Management Service (AWS KMS)Amazon S3

Domain Coverage

Data Security and Governance

Difficulty Breakdown

Medium: 4Hard: 4

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