Find IT Certifications by Job Role

AWS Solutions Architect Associate

Azure Solutions Architect Expert

Google Cloud Professional Cloud Architect

HashiCorp Terraform Associate

Software Engineer / Developer

Build and maintain applications with modern development practices and cloud-native technologies.

$120,000 - $160,000

Avg Salary

•5 relevant certifications

Key Skills

Software Development

CI/CD

Containerization

Cloud Services

Recommended Certifications

AWS Certified Developer Associate

Azure Developer Associate

Azure DevOps Engineer Expert

Certified Kubernetes Administrator

Certified Kubernetes Application Developer

AI / Machine Learning Engineer

Build and deploy AI models, LLM applications, and machine learning solutions.

$150,000 - $200,000

Avg Salary

•6 relevant certifications

Key Skills

Machine Learning

LLMs

Model Training

AI Architecture

Prompt Engineering

Recommended Certifications

Azure AI Engineer Associate

Azure AI Fundamentals

Fundamentals

$$95,000

AWS Certified AI Practitioner

$$110,000

AWS Certified Machine Learning Specialty

$$155,000

NVIDIA Generative AI LLM Associate

Claude Certified Architect

Cybersecurity / Security Analyst

Protect systems and data with security best practices, threat detection, and incident response.

$110,000 - $150,000

Avg Salary

•6 relevant certifications

Key Skills

Security Operations

Threat Analysis

Compliance

Incident Response

Recommended Certifications

CISSP - Certified Information Systems Security Professional

CompTIA Security+

AWS Certified Security Specialty

CISM - Certified Information Security Manager

CCSP - Certified Cloud Security Professional

CEH - Certified Ethical Hacker

$$115,000

Network Engineer

Design, implement, and manage enterprise network infrastructure and SD-WAN solutions.

$100,000 - $130,000

Avg Salary

•4 relevant certifications

Key Skills

Routing & Switching

Network Security

SD-WAN

Network Automation

Recommended Certifications

Cisco CCNP Enterprise

Cisco Certified Network Associate

CompTIA Network+

AWS Advanced Networking Specialty

Data Engineer / Analytics

Build data pipelines, warehouses, and analytics solutions for business intelligence.

$130,000 - $170,000

Avg Salary

•4 relevant certifications

Key Skills

Data Pipelines

ETL

Data Warehousing

SQL

Big Data

Recommended Certifications

AWS Data Analytics Specialty

AWS Certified Data Engineer Associate

Azure Data Engineer Associate

Google Cloud Professional Data Engineer

DevOps / SRE Engineer

Automate deployments, manage infrastructure, and ensure system reliability.

$130,000 - $165,000

Avg Salary

•5 relevant certifications

Key Skills

CI/CD

Infrastructure as Code

Monitoring

Automation

Container Orchestration

Recommended Certifications

AWS DevOps Engineer Professional

Azure DevOps Engineer Expert

AWS SysOps Administrator Associate

Certified Kubernetes Administrator

HashiCorp Terraform Associate

IT Support / Help Desk

Provide technical support, troubleshoot issues, and maintain IT systems.

$50,000 - $75,000

Avg Salary

•5 relevant certifications

Key Skills

Technical Support

Troubleshooting

Customer Service

System Administration

Recommended Certifications

CompTIA A+ Core 1

CompTIA A+ Core 2

ITIL 4 Foundation

AWS Certified Cloud Practitioner

Azure Fundamentals

Project Manager / Scrum Master

Lead teams, manage projects, and deliver results using Agile and traditional methodologies.

$100,000 - $140,000

Avg Salary

•3 relevant certifications

Key Skills

Project Management

Agile/Scrum

Leadership

Stakeholder Management

Recommended Certifications

PMP - Project Management Professional

Browse All Certifications Take Career Quiz

Professional Scrum Master I

SAFe 6 Agilist

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Career Path Guide

Find IT Certifications by Job Role

Discover the best IT certification practice tests for your career path. Browse certifications organized by job role with salary insights and recommended learning paths.

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Cloud Solutions Architect

Software Engineer / Developer

AI / Machine Learning Engineer

Cybersecurity / Security Analyst

Network Engineer

Data Engineer / Analytics

DevOps / SRE Engineer

IT Support / Help Desk

Project Manager / Scrum Master

Cloud Solutions Architect

Design and implement cloud infrastructure solutions across AWS, Azure, and Google Cloud.

$145,000 - $180,000

Avg Salary

•5 relevant certifications

Key Skills

Cloud Architecture

Infrastructure as Code

Multi-cloud Strategy

Cost Optimization

Recommended Certifications

AWS Solutions Architect Professional

AWS Solutions Architect Associate

Azure Solutions Architect Expert

Google Cloud Professional Cloud Architect

HashiCorp Terraform Associate

Software Engineer / Developer

Build and maintain applications with modern development practices and cloud-native technologies.

$120,000 - $160,000

Avg Salary

•5 relevant certifications

Key Skills

Software Development

CI/CD

Containerization

Cloud Services

Recommended Certifications

AWS Certified Developer Associate

Azure Developer Associate

Azure DevOps Engineer Expert

Certified Kubernetes Administrator

Certified Kubernetes Application Developer

AI / Machine Learning Engineer

Build and deploy AI models, LLM applications, and machine learning solutions.

$150,000 - $200,000

Avg Salary

•6 relevant certifications

Key Skills

Machine Learning

LLMs

Model Training

AI Architecture

Prompt Engineering

Recommended Certifications

Azure AI Engineer Associate

Azure AI Fundamentals

Fundamentals

$$95,000

AWS Certified AI Practitioner

$$110,000

AWS Certified Machine Learning Specialty

$$155,000

NVIDIA Generative AI LLM Associate

Claude Certified Architect

Cybersecurity / Security Analyst

Protect systems and data with security best practices, threat detection, and incident response.

$110,000 - $150,000

Avg Salary

•6 relevant certifications

Key Skills

Security Operations

Threat Analysis

Compliance

Incident Response

Recommended Certifications

CISSP - Certified Information Systems Security Professional

CompTIA Security+

AWS Certified Security Specialty

CISM - Certified Information Security Manager

CCSP - Certified Cloud Security Professional

CEH - Certified Ethical Hacker

$$115,000

Network Engineer

Design, implement, and manage enterprise network infrastructure and SD-WAN solutions.

$100,000 - $130,000

Avg Salary

•4 relevant certifications

Key Skills

Routing & Switching

Network Security

SD-WAN

Network Automation

Recommended Certifications

Cisco CCNP Enterprise

Cisco Certified Network Associate

CompTIA Network+

AWS Advanced Networking Specialty

Data Engineer / Analytics

Build data pipelines, warehouses, and analytics solutions for business intelligence.

$130,000 - $170,000

Avg Salary

•4 relevant certifications

Key Skills

Data Pipelines

ETL

Data Warehousing

SQL

Big Data

Recommended Certifications

AWS Data Analytics Specialty

AWS Certified Data Engineer Associate

Azure Data Engineer Associate

Google Cloud Professional Data Engineer

DevOps / SRE Engineer

Automate deployments, manage infrastructure, and ensure system reliability.

$130,000 - $165,000

Avg Salary

•5 relevant certifications

Key Skills

CI/CD

Infrastructure as Code

Monitoring

Automation

Container Orchestration

Recommended Certifications

AWS DevOps Engineer Professional

Azure DevOps Engineer Expert

AWS SysOps Administrator Associate

Certified Kubernetes Administrator

HashiCorp Terraform Associate

IT Support / Help Desk

Provide technical support, troubleshoot issues, and maintain IT systems.

$50,000 - $75,000

Avg Salary

•5 relevant certifications

Key Skills

Technical Support

Troubleshooting

Customer Service

System Administration

Recommended Certifications

CompTIA A+ Core 1

CompTIA A+ Core 2

ITIL 4 Foundation

AWS Certified Cloud Practitioner

Azure Fundamentals

Project Manager / Scrum Master

Lead teams, manage projects, and deliver results using Agile and traditional methodologies.

$100,000 - $140,000

Avg Salary

•3 relevant certifications

Key Skills

Project Management

Agile/Scrum

Leadership

Stakeholder Management

Recommended Certifications

PMP - Project Management Professional