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Explore all 23 career directions.
Open any profile to understand the role, skills, tools, workflow, portfolio evidence, interview preparation and learning resources.
Software Testing Career Roadmap
Learn practical software testing workflows, tools, projects, and interview preparation across manual QA, APIs, SQL, and performance testing.
GRC Analyst Career Roadmap
Learn practical cybersecurity governance, risk, compliance, audit, policy, and control-assessment workflows.
Data Analyst Career Roadmap
Turn business questions into trustworthy analysis, dashboards, and decision-ready recommendations.
Agentic AI Engineer Career Roadmap
Design AI workflows that can use tools, maintain state, request approval, fail safely, and remain observable.
AI Security Engineer Career Roadmap
Secure AI applications, RAG systems, model integrations, agents, data, tools, and production operations.
CompTIA Network+ Career & Exam Roadmap
Build practical networking foundations while preparing for Network+ N10-009 concepts, PBQs, troubleshooting, and entry-level infrastructure work.
AI Engineer Career Roadmap
Build reliable AI-enabled services using software engineering, APIs, RAG, evaluation, security, and production operations.
Google Career Certificates Guide
Compare certificate pathways by role, skill evidence, projects, and next-step fit rather than choosing by title alone.
AI Product Manager Career Roadmap
Turn business problems into measurable AI product decisions while managing model limitations, evaluation, risk, and adoption.
Platform Engineer Career Roadmap
Build internal platforms and golden paths that reduce developer friction while preserving security, reliability, and operational ownership.
IAM Engineer Career Roadmap
Design and operate identity lifecycle, SSO, MFA, privileged access, authorization, automation, and identity monitoring.
Cloud Engineer Career Roadmap
Design, deploy, automate, secure, observe, and troubleshoot cloud infrastructure and application services.
Cloud Security Engineer Career Roadmap
Secure cloud identity, networks, workloads, data, configurations, logging, and delivery pipelines across the cloud lifecycle.
SDET Career Roadmap
Engineer maintainable test systems across UI, API, data, CI/CD, reliability, and quality feedback.
Business Analyst Career Roadmap with AI
Learn real-time Business Analysis workflows, tools, projects, and interview skills to become practical.
SOC Analyst Career Roadmap
Investigate security alerts using SIEM, EDR, identity, cloud, network, and endpoint evidence, then improve detections and response.
Cybersecurity Analyst Career Roadmap
Learn real-time Cybersecurity workflows, tools, projects, and interview skills to become practical.
Forward Deployed Engineer Career Roadmap
Turn ambiguous customer workflows into secure, tested, adopted production solutions through discovery, integration, engineering, and deployment.
Application Security Engineer Career Roadmap
Learn how application security engineers reduce software risk through threat modeling, secure design, code review, API security, testing, remediation, and DevSecOps.
CompTIA A+ Core 1 and Core 2 Roadmap
Connect CompTIA A+ Core 1 and Core 2 objectives to practical help-desk, desktop-support, troubleshooting, security, and operational workflows.
Network Security Engineer Career Roadmap
Build secure network architecture and operational skills across routing, segmentation, firewalls, VPNs, IDS/IPS, packet analysis, SIEM, cloud networking, and incident response.
DevOps Engineer Career Roadmap
Learn how DevOps engineers connect Linux, Git, CI/CD, containers, infrastructure as code, cloud platforms, Kubernetes, monitoring, security, and reliable delivery.
Python Developer Roadmap with AI Tools
Build professional Python skills while using AI coding assistants responsibly for planning, implementation, review, testing, debugging, refactoring, security, and documentation.
