Question 1,691 of 1,755
Data EngineeringhardMultiple ChoiceObjective-mapped

MLS-C01 Data Engineering Practice Question

This MLS-C01 practice question tests your understanding of data engineering. The scenario asks you to isolate a root cause — eliminate options that address a different problem before choosing. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.

Exhibit

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Effect": "Allow",
      "Action": [
        "s3:GetObject",
        "s3:PutObject"
      ],
      "Resource": "arn:aws:s3:::data-bucket/*"
    },
    {
      "Effect": "Allow",
      "Action": [
        "kms:Decrypt",
        "kms:GenerateDataKey"
      ],
      "Resource": "arn:aws:kms:us-east-1:123456789012:key/abc123"
    },
    {
      "Effect": "Allow",
      "Action": [
        "glue:GetTable",
        "glue:UpdateTable"
      ],
      "Resource": "arn:aws:glue:us-east-1:123456789012:catalog"
    }
  ]
}

Refer to the exhibit. A data engineer has attached this IAM policy to an IAM role used by an AWS Glue ETL job. The job reads from an S3 bucket (data-bucket) that is encrypted with SSE-KMS using the key arn:aws:kms:us-east-1:123456789012:key/abc123, transforms the data, and writes the result to a different S3 bucket (output-bucket) encrypted with a different KMS key (arn:aws:kms:us-east-1:123456789012:key/xyz789). When the job runs, it fails with an access denied error. What is the cause?

Exhibit

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Effect": "Allow",
      "Action": [
        "s3:GetObject",
        "s3:PutObject"
      ],
      "Resource": "arn:aws:s3:::data-bucket/*"
    },
    {
      "Effect": "Allow",
      "Action": [
        "kms:Decrypt",
        "kms:GenerateDataKey"
      ],
      "Resource": "arn:aws:kms:us-east-1:123456789012:key/abc123"
    },
    {
      "Effect": "Allow",
      "Action": [
        "glue:GetTable",
        "glue:UpdateTable"
      ],
      "Resource": "arn:aws:glue:us-east-1:123456789012:catalog"
    }
  ]
}

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

The policy does not grant kms:Encrypt permission for the output bucket's KMS key.

The job fails because the IAM policy grants kms:Decrypt and kms:GenerateDataKey for the input bucket's KMS key (abc123) but does not grant kms:Encrypt or kms:GenerateDataKey for the output bucket's KMS key (xyz789). To write encrypted data to the output bucket, the AWS Glue job must have permission to encrypt using the output KMS key. Option D is correct because the missing kms:Encrypt permission causes the access denied error. Option A is incorrect because the policy includes s3:GetObject for the input bucket. Option B is incorrect because Glue catalog permissions are not relevant to the encryption error. Option C is incorrect because the policy includes s3:PutObject for the output bucket.

Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Answer analysis

Option-by-option breakdown

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

  • The policy does not include s3:GetObject permission for the output bucket.

    Why it's wrong here

    The job reads from input bucket, not output; output requires PutObject.

  • The policy does not include glue:CreateTable permission.

    Why it's wrong here

    The policy includes glue:UpdateTable, but the job may need create; however, the error is likely KMS.

  • The policy does not include s3:PutObject permission for the output bucket.

    Why it's wrong here

    The policy grants s3:PutObject on data-bucket, but the output bucket is different.

  • The policy does not grant kms:Encrypt permission for the output bucket's KMS key.

    Why this is correct

    To write to an SSE-KMS encrypted bucket, the role needs kms:Encrypt or kms:GenerateDataKey for that key.

    Related concept

    Read the scenario before looking for a memorised answer.

Common exam traps

Common exam trap: answer the scenario, not the keyword

Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.

Trap categories for this question

  • Command / output trap

    The job reads from input bucket, not output; output requires PutObject.

Detailed technical explanation

How to think about this question

This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.

KKey Concepts to Remember

  • Read the scenario before looking for a memorised answer.
  • Find the constraint that changes the correct option.
  • Eliminate answers that are true in general but not in this case.
  • Use explanations to understand the rule behind the answer.

TExam Day Tips

  • Underline the problem statement mentally.
  • Watch for words such as best, first, most likely and least administrative effort.
  • Review why wrong options are wrong, not only why the correct option is correct.

Key takeaway

Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Real-world example

How this comes up in practice

A media company stores terabytes of video archives that are accessed once a year for audit purposes. Moving these objects to a cold storage tier (Azure Archive, S3 Glacier, or Google Nearline) costs a fraction of hot storage. Questions like this test whether you understand storage tiers, access frequency tradeoffs, and retrieval latency requirements.

Quick reference

AWS S3 Storage Class Comparison

Storage ClassMin DurationRetrievalUse Case
S3 StandardNoneImmediateFrequently accessed data
S3 Standard-IA30 daysImmediateInfrequent access, rapid retrieval
S3 One Zone-IA30 daysImmediateNon-critical infrequent data
S3 Intelligent-TieringNoneImmediate–hoursUnknown or changing access patterns
S3 Glacier Instant90 daysMillisecondsArchive with instant retrieval
S3 Glacier Flexible90 daysMinutes–hoursArchive, flexible retrieval
S3 Glacier Deep Archive180 daysHoursLong-term compliance archive

What to study next

Got this wrong? Here's your next step.

Identify which MLS-C01 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.

Related practice questions

Related MLS-C01 practice-question pages

Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.

Practice this exam

Start a free MLS-C01 practice session

Short sessions build daily habit. Longer sessions build exam-day stamina. Try a timed session to simulate real conditions.

FAQ

Questions learners often ask

What does this MLS-C01 question test?

Data Engineering — This question tests Data Engineering — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: The policy does not grant kms:Encrypt permission for the output bucket's KMS key. — The job fails because the IAM policy grants kms:Decrypt and kms:GenerateDataKey for the input bucket's KMS key (abc123) but does not grant kms:Encrypt or kms:GenerateDataKey for the output bucket's KMS key (xyz789). To write encrypted data to the output bucket, the AWS Glue job must have permission to encrypt using the output KMS key. Option D is correct because the missing kms:Encrypt permission causes the access denied error. Option A is incorrect because the policy includes s3:GetObject for the input bucket. Option B is incorrect because Glue catalog permissions are not relevant to the encryption error. Option C is incorrect because the policy includes s3:PutObject for the output bucket.

What should I do if I get this MLS-C01 question wrong?

Identify which MLS-C01 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.

What is the key concept behind this question?

Read the scenario before looking for a memorised answer.

About these practice questions

Courseiva creates original exam-style practice questions with explanations and wrong-answer analysis. It does not publish real exam questions, exam dumps, or protected exam content. Learn why practice questions differ from exam dumps →

How Courseiva writes practice questions · Editorial policy

Keep practising

More MLS-C01 practice questions

Last reviewed: Jun 20, 2026

Question Discussion

Share a tip, memory trick, or ask about the reasoning behind this question. Do not post real exam questions, leaked content, braindumps, or copyrighted exam material. Comments are moderated and may be removed without notice.

Loading comments…

Sign in to join the discussion.

This MLS-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 MLS-C01 exam.