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Juniper JN0-224 Dumps - Pass Automation and DevOps, Associate Exam in 2026

The Juniper JN0-224 exam, Automation and DevOps, Associate, is part of the Juniper Automation and DevOps Certification. It is designed for candidates who want to validate their understanding of automation workflows, APIs, and DevOps concepts in Juniper environments. This certification matters because it helps prove practical knowledge of modern network automation skills that are increasingly important in real-world operations. It is a strong fit for networking professionals, automation learners, and IT candidates preparing to work with Juniper automation tools and interfaces.

Exam Topics and Approximate Weightage

# Exam Topics Sub-Topics Approximate Weightage (%)
1 Junos Automation Stack and DevOps Concepts Automation workflows, DevOps principles, configuration management, operational efficiency 20%
2 NETCONF/XML API NETCONF operations, XML payloads, RPC communication, device configuration retrieval 25%
3 Data Serialization JSON formatting, XML structure, data encoding, parsing automation outputs 15%
4 Python/PyEZ Python scripting, PyEZ device access, automation modules, script execution 25%
5 Rest API REST principles, API requests, response handling, automation integration 15%

The JN0-224 exam tests more than memorization. Candidates need a solid understanding of automation concepts, the ability to work with APIs and serialized data, and practical knowledge of Python and PyEZ for Junos automation tasks. It also checks how well you can apply these skills in realistic operational scenarios, so hands-on familiarity is important.

How QA4Exam.com Helps You Pass

QA4Exam.com provides an Exam PDF with actual questions and answers plus an Online Practice Test to help you prepare effectively for the Juniper JN0-224 exam. The practice test gives you a real exam simulation so you can understand question style, pacing, and timing before test day. Our up-to-date questions and verified answers help you focus on the most relevant exam content with confidence. You also get valuable time management practice, which can make a major difference when you want to pass the exam on your first attempt.

Frequently Asked Questions

Who should take the Juniper JN0-224 Automation and DevOps, Associate exam?

This exam is for candidates who want to validate foundational knowledge of Juniper automation, DevOps concepts, APIs, Python/PyEZ, and related tooling within the Juniper Automation and DevOps Certification path.

Is the JN0-224 exam difficult?

The difficulty depends on your background. Candidates with practical exposure to automation, APIs, and Junos concepts usually find it more manageable than those studying only theory.

Can I pass JN0-224 with only braindumps?

Braindumps alone are not the best approach. They can help you review question patterns, but you should also understand the topics, practice the concepts, and review explanations to build real confidence.

Do I need hands-on experience with Juniper automation tools?

Hands-on experience is highly recommended because the exam covers practical areas like NETCONF/XML API, Python/PyEZ, REST API, and data serialization.

How can QA4Exam.com help me pass on the first attempt?

QA4Exam.com helps by giving you actual questions and answers in PDF form and an online practice test that mirrors the exam style, helping you study smarter and manage time better.

What is included in the QA4Exam.com dumps and practice test format?

The package includes an Exam PDF with questions and answers and an Online Practice Test designed for realistic exam simulation, topic review, and readiness checks.

Do the QA4Exam.com materials include up-to-date questions?

Yes, the materials are presented as up-to-date question-and-answer resources to help you align your preparation with the current JN0-224 exam focus.

The questions for JN0-224 were last updated on Sep 3, 2026.
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Question No. 1

Which two statements are correct about using the Junos REST API? (Choose two.)

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Correct Answer: A, D

A. It supports data in CSV format: The Junos REST API supports multiple data formats for transferring information between systems, including XML, JSON, and CSV (Comma Separated Values). This flexibility allows for easier data parsing, especially in environments where structured data (like CSV) is a standard. CSV is often used for bulk data export or import and reporting purposes, making it an essential format for automation tasks involving external systems or large datasets.

Example Usage in REST API: When using the Junos REST API, a user can request configuration or operational data and specify the response format (XML, JSON, or CSV). CSV is particularly useful when integrating Junos devices with systems that require easily readable, tabular formats.


D. It is a simple configuration: The Junos REST API is designed to be relatively simple to configure. Once the REST API service is enabled on the Junos device, it can be accessed via HTTP or HTTPS, making it an easy entry point for automation and management tasks. Unlike more complex protocols (such as NETCONF), the REST API is lightweight and easier to use for simple configuration changes and retrieving operational data.

Configuration Example:

To enable the REST API, you can add the following configuration:

set system services rest http

set system services rest https

After enabling the service, API requests can be made to interact with the device for automation tasks, without needing the complexity of SSH or NETCONF configuration.

Why the Other Options Are Incorrect:

B . It must use SSH for a connection: This is incorrect. The Junos REST API uses HTTP or HTTPS for communication, not SSH. While SSH is commonly used for NETCONF, it is not required for REST API connections. REST APIs operate over standard web protocols.

C . NETCONF is not supported: This is incorrect. Junos supports both REST API and NETCONF for automation and configuration management. NETCONF is an XML-based protocol used for device configuration, which operates over SSH. The REST API and NETCONF can coexist on the same device, offering multiple avenues for automation.

Juniper Automation in DevOps Context: The simplicity and flexibility of the Junos REST API make it ideal for DevOps automation tasks. It allows teams to easily interact with Junos devices using lightweight RESTful methods, integrating with external systems through formats like CSV. The ease of configuration supports rapid deployment and scaling of automated management tasks.

Reference from Juniper Documentation:

Junos REST API Documentation

Question No. 2

Which two statements about XML schema definition (XSD) files are correct? (Choose two.)

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Correct Answer: A, D

XML Schema Definition (XSD) files are used to define the structure and data types of an XML document. They ensure that the XML document adheres to a specific structure by defining the allowed elements, attributes, and their data types, thereby enforcing a consistent format.

Option A is correct because XSD files define the elements, attributes, and structure (hierarchy) of an XML document.

Option D is correct because XSD files provide a standardized format, ensuring that all parties working with the XML document use the same set of tags and structure.

Option B (Every XML document must have an XSD file defined for it) is incorrect; not every XML document requires an XSD file, although it's beneficial for validation.

Option C (An XSD file is not an XML document) is incorrect because XSD files themselves are written in XML.

Supporting Reference:

W3C XML Schema Definition (XSD) Documentation: Explains the purpose and structure of XSD files, including their role in defining XML document schemas.


Question No. 3

Which two programming languages have a NETCONF library supported by Juniper Networks? (Choose two.)

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Correct Answer: B, C

Juniper Networks supports NETCONF libraries for several programming languages, including:

Python (B): Python has a well-supported NETCONF library called ncclient, which is widely used for automating network configurations across Junos devices.

Go (C): Go also has a NETCONF library (go-netconf), which provides similar functionalities for managing Junos devices.

Ruby (A) and SLAX (D) do not have widely recognized or supported NETCONF libraries directly from Juniper Networks, making Python and Go the correct choices.


Juniper Networks NETCONF Documentation: Lists supported programming languages and libraries for interacting with NETCONF on Junos devices.

ncclient Documentation: The primary Python library for working with NETCONF.

Question No. 4

Which two statements are correct about a Python dictionary data type? (Choose two.)

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Correct Answer: C, D

A Python dictionary is a data type that stores data in the form of key/value pairs. It has the following characteristics:

Key/Value Pair (C): Each entry in a dictionary is a pair consisting of a unique key and a value. The key is used to access the corresponding value.

Not Sequenced or Indexed (D): Unlike lists or tuples, dictionaries do not maintain order for their entries (in versions prior to Python 3.7). Even though Python 3.7+ maintains insertion order, dictionaries are not considered indexed or sequenced in the traditional sense like lists, where elements are accessed via positional index.

Option A is incorrect because dictionary entries can be added, modified, or removed after the dictionary is created. Option B is incorrect because dictionaries are not accessed by a numeric index but rather by their keys.


Python Official Documentation: Details the nature of dictionaries, including their mutability and key/value structure.

Python Data Structures Guide: Explains dictionary operations and characteristics.

Question No. 5

Which type of on-box automation script is designed to run every time a user executes a configuration change?

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Correct Answer: C

In Junos OS, a commit script is an on-box automation script that runs every time a configuration change is committed. Commit scripts are used to enforce configuration policies, validate configuration changes, or make automatic adjustments to configurations when certain conditions are met.

Commit Script (C): Executes automatically during the commit process, ensuring that the new configuration adheres to specific rules or conventions before it is applied to the system.

Event, SNMP, and operation scripts are used for other purposes in Junos automation but do not run automatically with every configuration change.


Junos OS Automation Scripts Guide: Provides details on different types of scripts, including commit scripts, and their use cases.

Juniper Networks Documentation: Offers examples and best practices for creating and using commit scripts.

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