Career Path Explorer

Find Your Dream Tech Career

Explore tech careers in depth — understand the required skills, salary ranges, job demand, and the exact certifications to get there. Every path includes AI relevance for 2024.

8 career paths found

☁️

Cloud Engineer

Mid Level
Very High Demand

Design, build, and maintain cloud infrastructure. Work with Azure, AWS, or GCP to deploy scalable and reliable systems.

$115,000
Avg Salary
3-6 months
To Entry
Microsoft
& more

Required Skills

LinuxNetworkingScripting (Python/Bash)Cloud PlatformsIaC (Terraform)

AI Relevance for this Role

AI tools automate infrastructure provisioning and anomaly detection. Cloud engineers increasingly work with AI/ML deployments.

Recommended Certifications

🤖

AI / ML Engineer

Senior Level
Very High Demand

Build, train, and deploy machine learning models. Work with large datasets and cutting-edge AI frameworks to solve real problems.

$135,000
Avg Salary
6-12 months
To Entry
OpenAI
& more

Required Skills

PythonMachine LearningStatisticsData PreprocessingDeep Learning Frameworks

AI Relevance for this Role

This IS the AI career. You'll be building the AI tools everyone else uses. Knowing LLMs and Generative AI is now essential.

Recommended Certifications

📊

Data Analyst

Entry Level
High Demand

Turn raw data into actionable business insights. Use tools like Power BI, SQL, and Excel to help organizations make data-driven decisions.

$85,000
Avg Salary
2-4 months
To Entry
McKinsey
& more

Required Skills

SQLExcelPower BI or TableauStatisticsData Storytelling

AI Relevance for this Role

AI-powered analytics (Copilot in Power BI) is transforming this role. Analysts who use AI tools will be far more productive.

Recommended Certifications

🔧

Data Engineer

Mid Level
Very High Demand

Build the data pipelines and infrastructure that power analytics and AI. Work with big data technologies and cloud data platforms.

$120,000
Avg Salary
4-8 months
To Entry
Snowflake
& more

Required Skills

PythonSQLSpark/DatabricksData WarehousingETL/ELT Pipelines

AI Relevance for this Role

Data engineers build the foundation for all AI systems. Without clean, well-structured data pipelines, AI fails. Critical role.

Recommended Certifications

💻

Full Stack Developer

Mid Level
High Demand

Build complete web applications from front-end to back-end. Work with modern frameworks and deploy to cloud platforms.

$110,000
Avg Salary
4-8 months
To Entry
Shopify
& more

Required Skills

JavaScript/TypeScriptReact or VueNode.jsSQL/NoSQLREST APIs

AI Relevance for this Role

Integrating AI features (chatbots, AI APIs, image generation) into apps is now a core developer skill. GitHub Copilot knowledge is essential.

Recommended Certifications

🛡️

Cybersecurity Analyst

Mid Level
Very High Demand

Protect organizations from cyber threats. Monitor networks, respond to incidents, and implement security frameworks.

$100,000
Avg Salary
4-6 months
To Entry
CrowdStrike
& more

Required Skills

NetworkingSecurity ConceptsSIEM ToolsIncident ResponseVulnerability Assessment

AI Relevance for this Role

AI is used for threat detection and automated incident response. Security professionals who understand AI-powered attacks have an edge.

Recommended Certifications

📋

Business Analyst

Entry Level
High Demand

Bridge the gap between business needs and technology solutions. Use data and analytical tools to drive strategic decisions.

$85,000
Avg Salary
1-3 months
To Entry
Accenture
& more

Required Skills

Business AnalysisRequirements GatheringExcelCommunicationProcess Modeling

AI Relevance for this Role

AI tools like Microsoft Copilot are transforming business analysis. BAs who can interpret AI insights and work with AI-driven processes are highly valued.

Recommended Certifications

🎯

AI Prompt Engineer

Entry Level
High Demand

Design and optimize prompts for large language models. Help organizations get maximum value from AI tools like ChatGPT, Claude, and Gemini.

$95,000
Avg Salary
1-2 months
To Entry
OpenAI
& more

Required Skills

LLM KnowledgePrompt EngineeringCritical ThinkingCommunicationDomain Expertise

AI Relevance for this Role

This role IS about AI. Understanding how LLMs think, their limitations, and how to get the best output is the core skill.

Recommended Certifications