GitHub Copilot, Atlassian Intelligence, Ansible Lightspeed, Harness, LambdaTest, Snyk, Sysdig, etc, are 12 best AI tools for DevOps for software development teams

Top 12 Best AI Tools for DevOps Teams in 2026

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Top 12 AI Tools for DevOps Teams to Improve Performance

Migrating from Amazon EC2 to Amazon ECS can dramatically improve application scalability and deployment efficiency. This guide will walk you through the entire migration process, from containerizing your EC2 applications to leveraging ECS features for seamless management and cost optimization.
&gt;&gt;&nbsp;Read more: <a href="https://reliasoftware.com/blog/dockerize-a-node-js-application-and-deploy-to-ec2">How to Dockerize A Node.js Application &amp; Deploy it To EC2</a>?
<h2>Key Benefits of Migrating from EC2 to ECS</h2>
Amazon Elastic Container Service (ECS) is a fully managed container orchestration service that simplifies running, managing, and scaling <a href="https://reliasoftware.com/blog/how-to-create-containerizing-microservices-with-docker">Docker containers</a> on AWS. Migrating from EC2 to ECS offers numerous benefits, such as:
<ul>
<li>Enhance scalability: ECS makes it easy to scale applications by dynamically adding or removing containers.</li>
<li>Automate deployment: ECS integrates with AWS services like Elastic Load Balancing and CloudWatch, reducing the complexity of deployment and monitoring.</li>
<li>Optimize costs: By using ECS, you only pay for the resources your containers consume, potentially lowering operational costs.</li>
</ul>

In contrast, Amazon EC2, while flexible, requires manual effort for scaling, deployment configuration, and monitoring. EC2 instances also incur charges based on instance hours, regardless of actual usage, which can lead to higher operational costs if resources are underutilized. Therefore, EC2 to ECS migration can streamline your operations, reduce costs, and provide scalable, efficient solutions tailored to containerized applications on AWS.
<h2>Environment Setup</h2>
Currently, the infrastructure is deployed across three environments in the London (<code>eu-west-2</code>) AWS region:
<ul>
<li>Development</li>
<li>Staging</li>
<li>Production</li>
</ul>
These environments support the complete <a href="https://reliasoftware.com/blog/software-development-life-cycle-sdlc">lifecycle of application development</a>, testing, and production. Setting up these environments in ECS will provide a unified, streamlined approach, laying the groundwork for a smooth migration.
<h2>Infrastructure Setup</h2>
<h3>Container Images</h3>
<ul>
<li>Storage: Container images are securely stored in Amazon Elastic Container Registry (ECR).</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/container_images_ca870f7bed.webp" alt="Container images are securely stored in Amazon Elastic Container Registry (ECR)." width="839" height="43">
<ul>
<li>Deployment: These images are deployed to an ECS cluster, ensuring seamless orchestration of containers.</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/ecs_cluster_aaec2eac24.webp" alt="Container images are deployed to an ECS cluster" width="801" height="282">
<ul>
<li>Environment Variables:
<ul>
<li>In-line variables: These are defined directly in the task definition.</li>
<li>SSM Parameters: Securely store sensitive information like API keys and credentials using AWS Systems Manager (SSM) Parameters.</li>
</ul>
</li>
</ul>
<h3>Networking</h3>
<ul>
<li>Private Subnets: Containers are deployed within private subnets for enhanced security.</li>
<li>Application Load Balancers (ALB): ALBs manage traffic to your containers, ensuring that requests are routed efficiently based on health checks.</li>
</ul>
<h3>Database</h3>
<ul>
<li>RDS Postgres: The relational database is hosted on Amazon RDS and is tightly integrated with ECS applications, offering automated backups, failovers, and performance optimization.</li>
</ul>

<h2>Terraform Configuration</h2>
&gt;&gt;&nbsp;You may consider: How To <a href="https://reliasoftware.com/blog/provisioning-a-docker-container-with-terraform">Use Terraform for Provisioning A Docker Container</a>?
Using Terraform, you can efficiently manage the infrastructure with the following setup:
Backend Configuration:
<ul>
<li>AWS Region: <code>eu-central-1</code> (different from the application region to avoid conflicts).</li>
<li>State Management: Terraform state is stored in the <code>cis-terraform-state-management-bucket</code>.</li>
<li>State Locking: State Lock is managed via a DynamoDB in the <code>cis-terraform-state-lock</code> table.</li>
</ul>
Workspaces:
Environments are managed using Terraform Workspaces, each following this naming format: <code>&lt;env abbr&gt;_&lt;aws region id&gt;</code> (e.g., <code>dev_eu-west-2</code>).

<table id="12dbd508-a73e-80f9-9cfa-f28c2aff8464" class="simple-table" style="width: 67.3584%; border-collapse: collapse; height: 78.4px; margin-left: auto; margin-right: auto; border: 1px solid rgb(0, 0, 0);" border="1">
<tbody>
<tr id="12dbd508-a73e-80c6-b070-d0d40ac06825" style="height: 19.6px;">
<td id="==~A" class="" style="width: 37.1257%; border-color: rgb(0, 0, 0); text-align: center; height: 19.6px;">Environment</td>
<td id="|{AM" class="" style="width: 62.8282%; border-color: rgb(0, 0, 0); text-align: center; height: 19.6px;">Terraform Workspace</td>
</tr>
<tr id="12dbd508-a73e-8076-92d6-ce8cfd137c23" style="height: 19.6px;">
<td id="==~A" class="" style="width: 37.1257%; border-color: rgb(0, 0, 0); text-align: center; height: 19.6px;">Development</td>
<td id="|{AM" class="" style="width: 62.8282%; border-color: rgb(0, 0, 0); text-align: center; height: 19.6px;">dev_eu-west-2</td>
</tr>
<tr id="12dbd508-a73e-80af-8894-c7677839c87b" style="height: 19.6px;">
<td id="==~A" class="" style="width: 37.1257%; border-color: rgb(0, 0, 0); text-align: center; height: 19.6px;">Staging</td>
<td id="|{AM" class="" style="width: 62.8282%; border-color: rgb(0, 0, 0); text-align: center; height: 19.6px;">staging_eu-west-2</td>
</tr>
<tr id="12dbd508-a73e-8032-818a-d3df6932a477" style="height: 19.6px;">
<td id="==~A" class="" style="width: 37.1257%; border-color: rgb(0, 0, 0); text-align: center; height: 19.6px;">Production</td>
<td id="|{AM" class="" style="width: 62.8282%; border-color: rgb(0, 0, 0); text-align: center; height: 19.6px;">production_eu-west-2</td>
</tr>
</tbody>
</table>
Each workspace ensures that changes in one environment do not impact others, promoting a safer and more organized deployment process. 
Environment Variables: Managed separately for each workspace and must not be committed to the repository.
<pre class="language-markup"><code>_tfvars

|___[workspace]

|___[region_id].tfvars</code></pre>
Example:
<pre class="language-markup"><code>_tfvars

|___dev

|___eu-west-2.tfvars</code></pre>
<blockquote>
Note: Variables files must not be committed to version control (VSC) to prevent potential secret leaks.
</blockquote>
<h2>CI/CD Pipeline Setup</h2>
A well-designed <a href="https://reliasoftware.com/blog/5-best-practices-for-enhancing-ci-cd-pipeline-security">CI/CD pipeline</a> ensures fast and reliable updates to ECS services. This pipeline is implemented using GitHub Actions, and it automates critical tasks:
<ul>
<li>Building Docker images: Every time new code is pushed, the pipeline builds Docker images.</li>
<li>Deploying ECS services: Once images are built, the pipeline automatically deploys updates to the ECS cluster.</li>
<li>Reusable Actions: Shared actions are organized under <code>github/actions</code> to avoid redundant steps.</li>
<li>Environment Variables &amp; Secrets:&nbsp;</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/environment_variables_and_secrets_3bf4bfbe3b.webp" alt="Environment Variables &amp; Secrets" width="486" height="177">
<ul>
<li>Credentials: Securely access AWS credentials via GitHub OIDC, assuming the&nbsp;<code>github-action-deployer-role</code> in the AWS account.</li>
</ul>
&gt;&gt; Read more: <a href="https://reliasoftware.com/blog/docker-network">Docker Networking</a> Fundamentals: Types, Working and Usage

<h2>6 Steps to Migrate from EC2 to ECS</h2>
Step 1: Containerize Existing EC2 Applications
<ul>
<li>Use Docker to containerize current EC2 applications. This involves creating a Dockerfile that specifies the environment setup, dependencies, and runtime for your application.</li>
</ul>
Step 2: Create ECS Cluster
<ul>
<li>Use Terraform to provision an ECS cluster in the <code>eu-west-2</code> region.</li>
<li>Set up a VPC with private subnets, security groups, and network ACLs to isolate your containerized applications.</li>
</ul>
Step 3: Deploy Containers to ECS
<ul>
<li>Define ECS Task Definitions that specify the container image, resource limits (CPU and memory), environment variables, and IAM roles.</li>
<li>Deploy containers using Application Load Balancers (ALB) to ensure traffic routing and failover management.</li>
</ul>
Step 4: Integrate RDS with ECS
<ul>
<li>Ensure that the ECS tasks can seamlessly connect to RDS Postgres instance by configuring appropriate security groups and IAM roles.</li>
</ul>
Step 5: Update ECS Services
<ul>
<li>Use CI/CD pipeline to deploy updates automatically to ECS services when changes are pushed to the repository.</li>
<li>Ensure that any changes to the infrastructure or application code trigger pipeline runs.</li>
</ul>

Step 6: Test Application in All Environments
<ul>
<li>After migration, test the application in all environments (Development, Staging, Umbrella, and Bureau) to ensure it behaves as expected.</li>
</ul>
<h2>Updating ECS Cluster Instance Types</h2>
<h3>Using Terraform</h3>
<ul>
<li>Modify the <code>ecs/cluster.tf</code> file.</li>
<li>Find the <code>locals</code> block contains the following line: <code>instance_type = "t3.medium"</code></li>
<li>Update the instance type of the Environment.</li>
<li>Run <code>terraform plan</code> to review the changes and <code>terraform apply</code> to update the infrastructure.</li>
</ul>
<h3>Using AWS Console</h3>
<ul>
<li style="line-height: 1.5;">Navigate to EC2 &gt; Auto Scaling Groups &gt; [ASG name to update].</li>
<li style="line-height: 1.5;">Under the Details tab, select the Launch Template used by this ASG and navigate to the Launch Template page.</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/navigate_to_the_launch_template_page_f9ad00b252.webp" alt="select the Launch Template used by this ASG and navigate to the Launch Template page" width="761" height="306">
<ul>
<li style="line-height: 1.5;">Select Modify template (Create new revision)</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/select_modify_template_da641ecebd.webp" alt="3.	Select Modify template" width="761" height="278">
<ul>
<li style="line-height: 1.5;">Choose the desired Instance Type and click Create template version.</li>
<li style="line-height: 1.5;">Go back to ASG page, select Edit the Launch Template.</li>
<li style="line-height: 1.5;">Choose the newly created Version and click Update.</li>
<li style="line-height: 1.5;">Navigate to the Instance refresh tab, and click Start instance refresh</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/navigate_to_the_instance_refresh_tab_ddb94a2a77.webp" alt="Navigate to the Instance refresh tab" width="820" height="153">
<ul>
<li style="line-height: 1.5;">In the Refresh settings section, choose Ignore:</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/refresh_settings_81becae453.webp" alt="Refresh settings section" width="674" height="260">
<h2>EC2 to ECS Migration Tips</h2>
<ul>
<li>Instance Refresh: Leverage the Instance Refresh feature in Auto Scaling to minimize downtime when migrating or updating instance types.</li>
<li>Scale-In Protection: Properly configure scale-in protection to avoid premature termination of ECS tasks during scaling operations.</li>
</ul>
Steps:
<ul>
<li>Go to the Instance Management tab.</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/instance_management_tab_7b300be688.webp" alt="instance-management-tab.webp" width="796" height="148">
<ul>
<li>Remove the Scale-in protection for one or more instances (but keep the minimum number of instances required for the Containers to run).</li>
</ul>
<img style="display: block; margin-left: auto; margin-right: auto;" src="https://api.reliasoftware.com/uploads/remove_the_scale_in_protection_3c6d27639d.webp" alt="remove-the-scale-in-protection.webp" width="292" height="238">
<ul>
<li>Start instance refresh with Replace scale-in protected instances option selected.</li>
</ul>
&gt;&gt;&nbsp;You may be interested in:
<ul>
<li style="font-style: italic;">Exploring 6 <a href="https://reliasoftware.com/blog/deployment-strategy">Deployment Strategies</a> for Smooth Software Updates</li>
<li style="font-style: italic;">Top 9 Best <a href="https://reliasoftware.com/blog/devops-deployment-tools">DevOps Deployment Tools</a> for Businesses</li>
<li style="font-style: italic;">Top 20 <a href="https://reliasoftware.com/blog/infrastructure-as-code-tools">Infrastructure as Code (IaC) Tools</a> For Businesses</li>
</ul>
<h2>Conclusion</h2>
Migrating from EC2 to ECS simplifies cloud operations, improves scalability, and reduces operational overhead. By following this guide, you can transition smoothly and take full advantage of ECS's orchestration and integration capabilities.
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&gt;&gt;&gt; Follow and Contact&nbsp;<a href="https://reliasoftware.com/">Relia Software</a> for more information!
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The demand for DevOps Engineers is growing as businesses concentrate on digital transformation. However, there needs to be more suitable applicants in Vietnam, according to the ITviec report 2023.&nbsp;
Therefore, the DevOps Engineer salary is a &ldquo;hot&rdquo; topic for businesses and people who are concerned about the DevOps Engineer position. This blog will show you detailed information about DevOps Engineer salaries by title, experience, and working type.
<h2 dir="ltr">General DevOps Engineers Salary in Vietnam</h2>
<a href="https://reliasoftware.com/blog/what-is-devops">DevOps</a> Engineers' salary in Vietnam is an average of $20,000 per year and nearly $9 per hour. The monthly estimated increased salary is $1,883. Extra pay may include monetary bonuses, commission, tips, and profit sharing. Based on user incomes and our unique Total Pay Estimate algorithm, these statistics are the median.&nbsp;
&gt;&gt; Read more:&nbsp;
<ul>
<li dir="ltr" aria-level="1">
<a href="https://reliasoftware.com/blog/7-ways-devops-accelerate-digital-transformation">7 Ways DevOps Speeds Up the Digital Transformation</a>
</li>
<li dir="ltr" style="font-style: italic;" aria-level="1">
<a href="https://reliasoftware.com/blog/devsecops-integrating-security-into-devops">What is DevSecOps? 4 Steps To Integrate Security into DevOps</a>
</li>
<li dir="ltr" style="font-style: italic;" aria-level="1">Top 22 Best <a href="https://reliasoftware.com/blog/devops-automation-tools">DevOps Automation Tools</a> For Businesses</li>
</ul>
<figure class="image"><img src="https://api.reliasoftware.com/uploads/devops_engineer_salary_by_title_cf6b8d52b4.jpg" alt="devops engineer salary by title" width="1172" height="781">
<figcaption>DevOps Engineer Salaries (Source: Internet)</figcaption>
</figure>
<h2 dir="ltr">DevOps Engineer Salary By Title</h2>
In Vietnam, a DevOps Engineer's salary is usually based on how much experience they have and what their job title is. The pay scale is usually broken up into four levels: junior, mid-senior, senior, and tech lead/manager. In this blog, we also give you information about the rates for internship positions.&nbsp;
<div dir="ltr" align="left">
<table style="border-collapse: collapse; border-color: rgb(0, 0, 0); border-style: solid; width: 99.937%; height: 498.312px;" border="1"><colgroup><col style="width: 20.6313%;" width="135"><col style="width: 18.5493%;" width="104"><col style="width: 18.7385%;" width="130"><col style="width: 20.8206%;" width="141"><col style="width: 21.1992%;" width="139"></colgroup>
<tbody>
<tr style="height: 47.5938px;">
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 95.1876px;" rowspan="2">
Title
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 95.1876px;" rowspan="2">
Experience
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 95.1876px;" rowspan="2">
Average Hour Rate&nbsp;
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 47.5938px;" colspan="2">
Monthly Rate
</td>
</tr>
<tr style="height: 47.5938px;">
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 47.5938px;">
Minimum
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 47.5938px;">
Maximum
</td>
</tr>
<tr style="height: 100.781px;">
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
Fresher
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
1-2 years
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$15
(375,000 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$410
(10,000,000 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$818
(20,000,000 VND)
</td>
</tr>
<tr style="height: 100.781px;">
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
Junior
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
3-5 years
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$35
(875,000 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$1,228
(30,000,000 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$1,637
(40,000,000 VND)
</td>
</tr>
<tr style="height: 100.781px;">
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
Senior
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
5-7 years
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$41
(1,000,000 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$1,842
(45,000,000 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$2,500
(60,000,000 VND)
</td>
</tr>
<tr style="height: 100.781px;">
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
Lead
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
7+ years
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;">
$82
(2,000,000 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center; height: 100.781px;" colspan="2">
Over $2,800
(60,000,000+ VND)
</td>
</tr>
</tbody>
</table>
</div>
<h3 dir="ltr">Fresher DevOps Engineer</h3>
Fresher DevOps Engineers usually have less than two years of experience and only know the basics of the technology stack or language. Even though they can use technology to do simple jobs, they still need a lot of help and supervision because they make mistakes more often. Since this is the case, their salaries are usually between $40 and $800 (10 million and 20 million VND) per month.
<h3 dir="ltr">Junior DevOps Engineer</h3>
Developers at this level have been working in the field for at least two to four years. They have learned a lot about their chosen <a href="https://reliasoftware.com/blog/which-web-development-language-should-you-learn">programming language</a> or technology stack and have a lot of experience with it. They can easily do simple jobs with little help, but for bigger, more difficult projects, they might still need help and direction.
As they get more experience, Junior DevOps Engineers often take on more tasks and may be asked to help guide younger developers. Their pay is usually better than that of fresher developers. Each month, they make around 30 million VND. This shows they have more knowledge and experience and can handle more difficult tasks.
<h3 dir="ltr">Senior DevOps Engineer</h3>
Senior DevOps developers have worked as professionals for 4 to 6 years and have a lot of information and experience with their programming language or tech stack. It's easy for them to handle complicated jobs without much help, and they often help lower-level developers solve problems.&nbsp;
Senior-level developers usually make over 40 million VND per month, which is 30% to 50% more than mid-senior-level developers because they have more experience and more responsibility.
<h3 dir="ltr">DevOps Engineer Lead</h3>
Leads are often startups' and SMEs' first hires. They need knowledge to comprehend the project's scope and needs and good communication skills to work with other DevOps developers. Compared to seniors, their salaries are usually 30% to 40% more.
As software companies grow and add teams, they must pay over 60 million VND for a qualified lead or manager. They plan long-term product development and hire additional team members.
<h2 dir="ltr">DevOps Engineer Salary By Working Types</h2>
<div dir="ltr" align="left">
<table style="border-collapse: collapse; border-color: rgb(0, 0, 0); border-style: solid;" border="1"><colgroup><col width="173"><col width="235"></colgroup>
<tbody>
<tr>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Working Types
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Rate
</td>
</tr>
<tr>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
On-site
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Up to $3,000 per month
(60,000,000 VND/ month)
</td>
</tr>
<tr>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Hybrid
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Up to $2,000 per month
(40,000,000 VND/ month)
</td>
</tr>
<tr>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Freelance
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
$15 to $70 more per hour
(300,000 - 1,000,000 VND/ hr)
</td>
</tr>
</tbody>
</table>
</div>
The average gross pay for an on-site DevOps Engineer in Vietnam can be up to $3,000 per month, which is about $19 per hour. If you are looking for a DevOps job in Vietnam, this title could pay you 43% more in 5 years, which is a pretty good deal.
If your business prefers a DevOps freelancer, Upwork features useful comparative tools if you need help deciding which freelance platform to choose. These sites show that freelance DevOps Engineer salary in Vietnam ranges from $15 to $70 per hour. This rate depends on past work, client evaluations, and more.
&gt;&gt; Read more:
<ul>
<li dir="ltr" style="font-style: italic;" aria-level="1">
<a href="https://reliasoftware.com/blog/software-development-outsourcing-vs-it-staff-augmentation">Staff Augmentation VS. Outsourcing: Which Is Better?</a>
</li>
<li dir="ltr" style="font-style: italic;" aria-level="1">
<a href="https://reliasoftware.com/blog/how-to-hire-remote-developers">An In-Depth Guide To Hire Remote Developers in 2023</a>
</li>
<li dir="ltr" style="font-style: italic;" aria-level="1">
<a href="https://reliasoftware.com/blog/in-house-vs-outsourcing-software-development">In-house VS Outsourcing Software Development</a>
</li>
</ul>
<figure class="image"><img src="https://api.reliasoftware.com/uploads/devops_vs_other_cloud_engineers_aecc7c213a.jpg" alt="devops vs other cloud engineer" width="758" height="632">
<figcaption>DevOps vs. Other Cloud &amp; Infrastructure Engineers' Salary (Source: Internet)</figcaption>
</figure>
<h2 dir="ltr">DevOps Engineer Salary vs. Other Cloud &amp; Infrastructure Engineers</h2>
<div dir="ltr" align="left">
<table style="border-collapse: collapse; border-color: rgb(0, 0, 0); border-style: solid;" border="1"><colgroup><col><col><col></colgroup>
<tbody>
<tr>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Positions
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Avg. Hour Rate
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Avg. Monthly Rate
</td>
</tr>
<tr>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
System Engineer
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
$6
(156,250 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
$1,023
(25,000,000 VND)
</td>
</tr>
<tr>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
DevOps Engineer
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
$10
(253,125 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
$1,658
(40,500,000 VND)
</td>
</tr>
<tr>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
Cloud Engineer
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
$11
(281,250 VND)
</td>
<td style="border-color: rgb(0, 0, 0); text-align: center;">
$1,842
(45,000,000 VND)
</td>
</tr>
</tbody>
</table>
</div>
The possible salary for both Cloud Engineers and DevOps Engineers is about the same, DevOps Engineers can make an average of $1,600 per month more. Cloud programmers, on the other hand, make an average of around $1,800 a month.&nbsp;
Pay ranges are also different. The range for Cloud Engineering is higher than the range for DevOps in Vietnam. The average base pay for cloud Engineers is $24,565 per year, but the average base pay for DevOps Engineers is $20,000 per year.
&gt;&gt; Read more: <a href="https://reliasoftware.com/blog/python-developer-salary-worldwide-in-2023">Python Developer Salary Worldwide In 2023</a>
<h2 dir="ltr">Conclusion</h2>
Hiring software Engineers in Vietnam might be an affordable option for firms wishing to establish a dedicated tech team. However, to ensure success, the hiring process must be approached with caution and sufficient investment. Overpaying or underpaying developers might put your company in danger and stymie your growth plans.&nbsp;
Hope this blog helps you and your business have a suitable plan for hiring a DevOps Engineer position!
&gt;&gt;&gt; Follow and Contact <a href="https://reliasoftware.com/">Relia Software</a> for more information!

DevOps Engineers' salary in Vietnam is an average of $20,000 per year and nearly $9 per hour. The monthly estimated increased salary is $1,883 including bonuses.

What is the DevOps Engineer Salary in Vietnam? | Relia Software

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What is the DevOps Engineer Salary in Vietnam?

In today's rapidly evolving technological landscape, software development has become a critical aspect of business operations. <a href="https://reliasoftware.com/blog/what-is-devops">DevOps</a>, a set of practices that aim to unify software development (Dev) and IT operations (Ops), has gained immense popularity due to its ability to accelerate the development cycle and enhance collaboration.
However, as the digital world faces an increasing number of cyber threats, the need for robust security measures has become paramount. This has given rise to the concept of DevSecOps, which integrates security seamlessly into the DevOps process. This article delves into the world of DevSecOps, its significance, benefits, challenges, and best practices.
<h2 style="text-align: justify;">What is DevSecOps?</h2>
DevSecOps, a portmanteau of Development, Security, and Operations, is an evolution of the DevOps philosophy that emphasizes the importance of incorporating security practices into the entire <a href="https://reliasoftware.com/blog/software-development-life-cycle-sdlc">software development lifecycle</a>. 
Unlike traditional approaches, where security is often an afterthought, DevSecOps aims to ensure that security is an integral part of the development process from the very beginning. This alignment of development, security, and operations teams enables organizations to create a culture of shared responsibility and proactive security measures.
<h2 style="text-align: justify;">Why Is DevSecOps Important in Software Development?</h2>
<ul style="text-align: justify;">
<li>
Early Detection and Mitigation of Vulnerabilities: DevSecOps promotes the identification of security vulnerabilities early in the development cycle. Automated testing and continuous monitoring enable developers to identify and address vulnerabilities before they escalate, reducing the likelihood of security breaches.
</li>
<li>
Faster Response to Threats: By integrating security practices into the development pipeline, organizations can respond quickly to emerging threats. Automated security testing, continuous monitoring, and real-time alerts enable rapid response and mitigation.
</li>
<li>
Enhanced Collaboration: DevSecOps encourages collaboration between development, security, and operations teams. This collaboration breaks down silos and ensures that security considerations are understood and implemented across all stages of development.
</li>
<li>
Compliance and Regulation Adherence: With stricter regulations governing data privacy and security, organizations must ensure compliance. DevSecOps provides a framework for implementing security controls that align with regulatory requirements.
</li>
<li>
Cost-Effective Security: Addressing security issues early in the development process is more cost-effective than trying to fix them post-production. DevSecOps reduces the potential financial and reputational costs associated with security breaches.
</li>
</ul>
<h2 style="text-align: justify;">4 Key Steps to Seamlessly Integrate Security into DevOps</h2>
The integration of security into the DevOps framework doesn't have to be an arduous process. The real challenge often lies in the necessary shift in mindset and culture. Successfully implementing DevSecOps involves embedding security best practices into the development process. This can be effectively achieved through a four-step approach: (1) instigating a cultural transformation, (2) embracing automation, (3) establishing protocols, and (4) fostering continuous improvement. Let's delve into each of these steps for a comprehensive understanding of securing DevOps.
<h3 style="text-align: justify;">Step 1: Initiating Cultural Change from the Highest Levels</h3>
Encouraging teams to adopt a "security-first" mindset becomes notably easier when this approach is visibly demonstrated across the entire organization. Although such a security-centric mindset might not have been customary for most organizations historically, the significance of secure software has become increasingly apparent in recent times.
For any DevSecOps strategy to thrive, the impetus for organizational change must originate from the upper echelons of management. While encountering resistance from certain development teams during this shift in perspective is not uncommon, leaders within both the development and security domains can drive this new approach by adopting a mindset that inherently includes security.
Several avenues exist for leadership to enact top-down change, including:
<ul style="text-align: justify;">
<li>Showcasing instances where a DevSecOps approach could have precluded a security breach.</li>
<li>Demonstrating a readiness to allocate time and resources to DevSecOps initiatives.</li>
<li>Permitting teams to invest additional time in addressing security concerns, even if this results in initial delays.</li>
</ul>
The process commences with proactive initiation. As organizations embark on their journey, process and tool automation can swiftly follow suit, effectively minimizing obstacles in the DevOps security model.
<h3 style="text-align: justify;">Step 2: Embracing Automation</h3>
The successful implementation of DevSecOps hinges on the strategic utilization of automation and the incorporation of automated security measures whenever feasible. Security breaches often arise due to human error or oversights, making it unrealistic to rely solely on human decision-making for flawless code, system configuration, and pipeline processes. This is precisely where the role of automation becomes pivotal.
Automation stands as one of the most potent attributes of DevSecOps security tools, providing a plethora of advantages. These tools operate as essential extensions of both the security and DevOps teams. They facilitate swift implementation of changes and the identification of high-severity or previously unidentified vulnerabilities, all without necessitating additional hours from developers or security personnel. Among the functions automated tools offer, pipeline vulnerability scanning, Static Application Security Testing (SAST), open source library scanning, and more prominently feature.
The integration of security automation spans every stage of the DevOps lifecycle and development pipeline. Noteworthy points in the development process where security automation can be seamlessly integrated encompass:
Coding:
<ul style="text-align: justify;">
<li>Enforcing common security prerequisites like encryption and authentication through automated checks.</li>
<li>Incorporating automated code reviews as part of regular agile sprints to maintain security standards.</li>
</ul>
Reviewing:
<ul style="text-align: justify;">
<li>Employing automated assessments to scrutinize code, contributing to software adhering to appropriate standards.</li>
<li>Ensuring software meets security criteria through the aid of automation.</li>
</ul>
Testing:
<ul style="text-align: justify;">
<li>Conducting automated code scans using SAST and Software Composition Analysis (SCA) tools, as manual code analysis isn't as rapid.</li>
<li>Concurrently executing automated security tests alongside functional and performance tests.</li>
<li>Introducing automated penetration tests to identify security vulnerabilities in systems within each sprint and release cycle.</li>
</ul>
Deployment:
<ul style="text-align: justify;">
<li>Leveraging Infrastructure as Code (IaC) automated scripts to deploy software, reducing human errors.</li>
<li>Employing automated cloud scripts to deploy containers to cloud environments or automate virtual machine deployment.</li>
<li>Reliably deploying code to production-hosting environments through automated processes accessible via APIs.</li>
</ul>
Operations:
<ul style="text-align: justify;">
<li>Real-time automated scanning of log files to identify anomalies and trigger alerts.</li>
<li>Implementing automated processes like real-time monitoring, intrusion detection, and compliance validation to detect vulnerabilities continuously.</li>
<li>Regularly evaluating product reliability and security to detect vulnerabilities and prioritize resolutions.</li>
</ul>
The integration of security into the DevSecOps toolchain entails a blend of continuous security testing, cloud security practices, and process automation. Although this may appear intricate to those embarking on their DevSecOps journey, the substantial enhancement of organizational efficiencies swiftly comes to fruition.
<h3 style="text-align: justify;">Step 3: Establishing Protocols: Prioritize Simplicity and Stringency in Security Practices</h3>
Defining and implementing comprehensive security protocols is a cornerstone of successful DevSecOps integration.&nbsp;
The potency of security practices lies in their simplicity, although their effectiveness could be compromised if organizations fail to rigorously enforce them while adhering to DevOps security best practices. Security protocols that are clear, straightforward, and uncomplicated are not only easy to comprehend but also uncomplicated to put into action. Conversely, intricate and excessively demanding security protocols may deter the cultivation of a security-centric mindset among developers by creating unnecessary hindrances. Additionally, it's improbable that teams will retain intricate, multi-page security protocols in their entirety.
Security policies within an organization may encompass protocols such as:
<ul style="text-align: justify;">
<li>Authentication, permissions, regulations, and monitoring.</li>
<li>Establishing minimum security standards for all projects.</li>
<li>Management of encryption keys.</li>
<li>Ciphers for encryption.</li>
<li>Guidelines for password complexity.</li>
<li>Written Information Security Program (WISP).</li>
</ul>
Given that most developers lack comprehensive training in securing code and may not consistently incorporate security in their design processes, the significance of security training becomes even more pronounced. In-house training, underscored by an ownership philosophy of "if you code it, you own it," serves to cultivate a security-first mindset within DevOps, paving the way for the evolution into DevSecOps.
The implementation of security measures can be streamlined to ensure simplicity and efficiency. In order to maintain high levels of efficiency, teams require regular training, while processes must be perpetually refined and enhanced.
<h3 style="text-align: justify;">Step 4: Fostering Continuous Improvement</h3>
The journey towards DevSecOps is a dynamic process that requires ongoing refinement. Continuous improvement entails a commitment to consistently assess and enhance security practices. This iterative approach allows organizations to adapt to emerging threats and challenges, ensuring that security measures remain up-to-date and effective.
Regularly analyzing security processes and their outcomes enables organizations to identify areas for enhancement. By incorporating feedback and insights gained from these assessments, development teams can fine-tune their security practices and maintain a proactive stance against evolving cyber threats.
<h2 style="text-align: justify;">Conclusion</h2>
The process of integrating security into the DevOps framework can be facilitated through a structured and strategic approach. By initiating a cultural transformation, embracing automation, establishing protocols, and fostering continuous improvement, organizations can seamlessly incorporate security best practices into their development process.
This proactive stance not only mitigates potential vulnerabilities but also ensures that security remains a fundamental aspect of software development. As the landscape of cyber threats evolves, the DevSecOps methodology stands as a robust solution to safeguarding digital assets and enhancing the overall resilience of software systems.
<div id="article_content" class="inner_article__entries__XvNcf">
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&gt;&gt;&gt; Follow and Contact&nbsp;<a href="https://reliasoftware.com/">Relia Software</a> for more information!
</div>
</div>

DevSecOps, a portmanteau of Development, Security, and Operations, is an evolution of the DevOps philosophy that emphasizes the importance of incorporating security practices

What is DevSecOps? 4 Steps To Integrate Security into DevOps | Relia Software

DevSecOps: Integrating Security into DevOps

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What is DevSecOps? 4 Steps To Integrate Security into DevOps

DevOps, a portmanteau of "development" and "operations," represents a cultural shift that aims to enhance collaboration, communication

What is DevOps? Principles and Practices Explained

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What is DevOps? Principles, Life Cycle, and Best Practices

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