Salesforce Salesforce-MuleSoft-Developer-I Practice Exam Questions & Answers

7 Free Questions · Last reviewed: October 14, 2026 · Prepared & Reviewed by the ValidExamDumps Editorial Team

Exam Facts

Salesforce Salesforce-MuleSoft-Developer-I Exam Details

Key details for this exam, checked against the published exam outline

235 Practice Questions (Our Bank)
120 minutes Exam Duration
70% Passing Score
USD 200 Official Exam Fee
Exam Code
Salesforce-MuleSoft-Developer-I
Full Name
Salesforce Certified MuleSoft Developer
Issuing Body
Salesforce
Question Format (Our Bank)
Multiple Choice
Delivery
Online proctored (Kryterion) or Pearson VUE test centre
Eligibility
No formal prerequisites. Salesforce recommends hands-on experience with Mule 4 projects and Anypoint Studio.
Validity
3 years from the date of passing the exam. Maintain by completing annual release-specific Trailhead maintenance modules.
Practice Questions

Free Salesforce-MuleSoft-Developer-I Practice Questions

Each question shows the correct answer and an explanation of why it is right

VA
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Refer to the exhibits.

A web client submits a request to http://localhQst:8081 /flights. What is the result at the end of the flow?

Correct Answer: A
Explanation When an HTTP Request processor receives a response, it stores that response in the target variable or payload. The key point here is understanding what happens to the original payload. In Mule 4, the HTTP Request processor by default places the response body into the payload and moves the original payload into attributes. Since the external endpoint returns XML, the payload becomes that XML response. The answer 'string' indicates the payload is converted to a string representation of the XML body. The other options would be incorrect because they either reference the original JSON or misunderstand how the connector handles payload transformation.

Refer to the exhibits.

What payload and variable are logged at the end of the main flow?

Correct Answer: B
Explanation

Correct answer is [[5, 10, 15, 20], 5]

Key thing to note here is that any changes made to payload in for each loop are not available outside for each scope where as variable value updated in for each loop is visible out side for each loop too.

In this example , sequence can be described as follows

1) Payload is set to the value [5, 10, 15, 20]

2) Variable is set to the value of 1

3) For each loop is executed four times and in each loop payload value is updated to append 'Req' and variable is count is increased by 1

4) Once control comes out of for each , payload changes made within for each are not visible. Hence payload at this point of time is equal to payload available before entering for each loop which was [5, 10, 15, 20]. Similarly variable value updated in for each loop is also available outside hence variable value is 5 as it was updated in loop.

5) Hence correct answer is [[5, 10, 15, 20], 5]

For Each Scope

The For Each scope splits a payload into elements and processes them one by one through the components that you place in the scope. It is similar to afor-each/forloop code block in most programming languages and can process any collection, including lists and arrays. The collection can be any supported content type, such asapplication/json,application/java, orapplication/xml.

General considerations about the For Each scope:

By default, For Each tries to split the payload. If the payload is a simple Java collection, the For Each scope can split it without any configuration. The payload inside the For Each scope is each of the split elements. Attributes within the original message are ignored because they are related to the entire message.

For Each does not modify the current payload. The output payload is the same as the input.

For non-Java collections, such as XML or JSON, use a DataWeave expression to split dat

a. Use theCollectionfield for this purpose.

An HTTP Request operation sends an HTTP request with a non-empty JSON object payload to an external HTTP endpoint. The response from the external HTTP endpoint returns an XML body. The result is stored in a target named the Result.

What is the payload at the event processor after the HTTP Request?

Correct Answer: C
Explanation This tests understanding of how the HTTP Request processor handles payloads and targets in Mule 4. When you specify a target variable for the HTTP Request operation, the response is stored in that target variable and the original payload is preserved unchanged. Even though the external endpoint returns XML, the original JSON request body remains as the payload at the event processor. The target variable would contain the XML response. This distinguishes between what goes into the payload versus what goes into a specified target variable, which is a critical concept for manipulating event data.

Refer to the exhibits.

What DataWeave expression transforms the conductorIds array to the XML output?

Correct Answer: C
Explanation

Points to remember:

* XML must have a root element.

* XML only allows one root element

* To avoid multiple root issues, you must create a root element for the XML output, whenever we transform output

* When mapping array elements (JSON or JAVA) to XML, wrap the map operations in {(..)}

-{ } are defining the object

( ) are transforming each element in the array as a key/value pair

* The transformation to XML would fail if the above mentioned considerations were not taken into account.

* Thus the transformation script declares a root element as trains and wraps the data in ''{( )}''.

Whenever you see such type of question, always look out for root element followed by {( )} wrapping map.

I call this a 'Wrap The Map' scenario. Hope it would help you remember !

How we can scale deployed Mule application vertically on cloudhub?

Correct Answer: A
Explanation

Mule applications can be scaled vertically by changing worker size. Mule applications can be scaled horizontally by adding more workers.

Which one of them is NOT a flow in Mule?

Correct Answer: C
Explanation

Correct answer is async sub flow. Rest are valid flows in Mule.

Sub flow is always synchronous.

Refer to the exhibits.

The Batch job processes an array of strings.

What information is logged by the logger component after the batch job scope completes processing of the input payload?

Correct Answer: D
Explanation

Correct answer is as below.On complete phase only has access to batch job result statistics and payload is not available.

Total Records Processed: 3

Successful Records: 3

Failed Records: 0

On Complete

During this phase, you can optionally configure the runtime to create a report or summary of the records it processed for the particular batch job instance. This phase exists to give system administrators and developers some insight into which records failed to address any issues that might exist with the input data.

Sample output is as below

Mule Ref Doc :https://docs.mulesoft.com/mule-runtime/4.3/batch-processing-concept#on-complete

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Study Guide

What the Salesforce Salesforce-MuleSoft-Developer-I Exam Covers

Exam domains verified against: Official Salesforce Salesforce-MuleSoft-Developer-I exam guide, last checked October 2026.

Domain 1: Creating Application Networks 7%

Understand the Application Network architecture and API-led approach. Learn MuleSoft's recommended Operational Model (C4E) and how to consume RESTful web services defined in RAML.

Domain 2: Designing APIs 8%

Apply REST methods and resources to API design. Distinguish between query parameters and URI parameters in API definitions and responses.

Domain 3: Accessing and Modifying Mule Events 10%

Use DataWeave expressions and processors to access and modify payloads, attributes, variables, and event enrichment. Predict outcomes of modifications using Mule 4 connector targets.

Sample questions from this domain above: Q1Q2Q3

Domain 4: Structuring Mule Applications 10%

Decide when to separate configuration and properties files in Mule applications. Pass events between flows and subflows using connectors and flow references.

Sample question from this domain above: Q6

Domain 5: Building API Implementation Interfaces 7%

Build API implementations manually from RAML specifications or using APIkit. Predict APIkit outcomes and implement correct responses based on API specifications.

Domain 6: Using Connectors 10%

Connect to databases, files, and FTP servers with correct processor syntax. Retrieve and combine data within flows using connectors.

Domain 7: Processing Records 10%

Process individual records in collections using For Each scopes, batch scopes, and database listeners. Persist data between flow executions.

Sample question from this domain above: Q7

Domain 8: Transforming Data 10%

Convert between data types and output types using DataWeave. Apply core DataWeave functions and write transformations to coerce, format, order, and filter data. Define and reuse modules and functions.

Sample question from this domain above: Q4

Domain 9: Routing Events 8%

Use choice routers with DataWeave conditions to route messages. Implement scatter and gather patterns and event validation.

Domain 10: Handling Errors 8%

Implement global error handlers, on-error continue and on-error propagate handlers, and try scopes. Map custom errors and combine multiple error handling strategies.

Domain 11: Debugging and Troubleshooting Mule Applications 5%

Identify root causes of errors when debugging Mule applications. Predict outcomes of debugging actions.

Domain 12: Deploying and Managing APIs and Integrations 7%

Deploy applications to CloudHub. Manage APIs using separate proxies, auto-discovery, and API policies.

Sample question from this domain above: Q5

FAQ

Salesforce-MuleSoft-Developer-I Exam FAQ

Common questions about the exam itself

What background do I need before attempting the Salesforce Certified MuleSoft Developer exam?
No formal prerequisites exist, but Salesforce recommends you have hands-on experience working with Mule 4 projects in Anypoint Studio. Most successful candidates have built at least a few integrations or APIs before sitting the exam.
How hard is the Salesforce Certified MuleSoft Developer exam and what makes it challenging?
The exam tests scenario-based decisions rather than memorization, which requires practical understanding of when to use different features. Candidates most struggle with DataWeave transformations, specifically array manipulation and object creation, and with designing application networks for scalability and reusability.
Which objective area in the Salesforce Certified MuleSoft Developer exam is hardest and how should I approach it?
Transforming Data (DataWeave) is frequently reported as the most difficult area. Build this skill by practicing DataWeave functions thoroughly, focus on array manipulation and object creation, and work through real-world data transformation scenarios rather than theoretical examples.
How long should I realistically spend preparing for the Salesforce Certified MuleSoft Developer exam?
Preparation time varies based on your background, but most candidates benefit from at least 50 to 100 hours of study. This should include hands-on practice in Anypoint Studio, working through the objective areas in priority order, and timed practice question sets once you reach steady mock scores.
What happens on exam day for the Salesforce Certified MuleSoft Developer test?
You have 120 minutes to answer 60 multiple choice questions, giving about 2 minutes per question. The exam is delivered online via Kryterion proctoring or at a Pearson VUE test centre with live supervision.
What are the retake and rescheduling rules for the Salesforce Certified MuleSoft Developer exam?
You can retake the exam up to 5 times total with a 24-hour waiting period between attempts. The first retake costs USD 100 and subsequent retakes (attempts 3 to 5) cost USD 100 each. You may reschedule your exam through the Salesforce certification portal.
How long does the Salesforce Certified MuleSoft Developer certification stay valid and what does renewal require?
The certification remains valid for 3 years from the date you pass. To maintain it, you must complete a release-specific Trailhead maintenance module once per year during that 3-year period.
What job roles does the Salesforce Certified MuleSoft Developer certification prepare me for?
This certification prepares you for roles such as Integration Developer, API Developer, MuleSoft Developer, Systems Integration Engineer, and Enterprise Integration Architect. Certified developers earn salaries ranging from approximately USD 55,310 to USD 100,510 depending on experience and location.
How does the Salesforce Certified MuleSoft Developer exam fit within the MuleSoft certification track?
The Certified MuleSoft Developer I (Mule-Dev-201) is the foundational level certification in the MuleSoft track. Salesforce recommends completing the Certified MuleSoft Integration Foundations certification first if you are new to MuleSoft, then progressing to the Developer I exam, followed by advanced certifications like Developer II.
What is the passing score for the Salesforce Certified MuleSoft Developer exam?
You must achieve a minimum score of 70% to pass the exam. You will receive your results immediately after completing the test.