Career library
Tech Role Guides (2026)
Pick a role to see the exact skills, portfolio projects, interview questions, certifications and a step-by-step roadmap to get hired — built from real role intelligence.
AI/ML
AI Engineer
Build and ship AI/LLM-powered features end to end, from prototyping to production.
Generative AI Engineer
Design and deploy generative AI applications (RAG, fine-tuning) with strong evaluation.
Agentic AI Developer
Build reliable LLM agents that plan, use tools and take action safely.
Machine Learning Engineer
Develop, deploy and maintain ML models that drive real business outcomes.
Data
Data Engineer
Design and operate scalable data pipelines and platforms powering analytics and ML.
Analytics Engineer
Transform raw data into clean, tested, well-modeled datasets for analytics.
Data Analyst
Analyze data and build dashboards that answer business questions and drive action.
AI/ML Infrastructure
Security
Engineering
Software Engineer
Design, build and maintain reliable software across the stack.
Backend Engineer
Build scalable, reliable backend services and APIs.
Full Stack Developer
Build full-stack products end to end, from UI to backend and deployment.
Frontend Engineer
Build performant, accessible user interfaces with modern frameworks.
Infrastructure
Platform Engineer
Build internal platforms and tooling that improve developer productivity.
DevOps Engineer
Automate build, deployment and infrastructure for fast, reliable delivery.
Cloud Engineer
Design, deploy and operate secure, cost-effective cloud infrastructure.
Site Reliability Engineer
Keep systems reliable and scalable through SLOs, automation and incident response.
Data/AI
Architecture
Cloud Architect
Design secure, scalable, cost-optimized cloud architectures.
Data Architect
Design enterprise data architecture, models and governance.
Solution Architect
Design end-to-end technical solutions balancing cost, performance and reliability.
Product
Analytics/Product
Product/Program
Analytics/Business
Data/BI
Business Intelligence Developer
Build data models, ETL and dashboards that deliver enterprise reporting.
Power BI Developer
Develop Power BI data models, DAX and dashboards for business stakeholders.
Tableau Developer
Build interactive Tableau dashboards and visual analytics for stakeholders.