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Explore role roadmaps
Compare paths by area, starting level, and the topics they cover.
Showing 20 of 20 roadmaps
AI Engineer
Practical path to AI Engineering. From Python and deep learning fundamentals through LLMs, RAG systems, multi-agent frameworks, and production AI deployment — the most in-demand tech role of 2025–26.
Analytics Engineer
The path that sits between data engineering and data analysis. SQL, dbt, dimensional modelling, modern data warehouses, and making data trustworthy for business teams. A fast-growing role at startups and enterprises alike.
Backend Developer
Complete path to a backend engineering role. Python/Node.js, REST APIs, SQL, Redis, Docker, microservices, and the system design interviews that gate every $130K+ job.
Cloud Architect
From cloud fundamentals through multi-cloud architecture, security, cost optimisation, and solutions design. Targeted at AWS Solutions Architect, Azure Architect, and GCP Professional Cloud Architect roles.
Cloud Security Engineer
Specialised path to cloud security engineering. From networking and cloud fundamentals through IAM, CSPM, container security, DevSecOps, zero trust, and incident response — securing AWS, Azure, and GCP environments.
Cybersecurity Analyst
Structured path to a cybersecurity career. From networking and Linux through threat modelling, SIEM, penetration testing, incident response, and cloud security — aligned with SOC, blue team, and pentesting roles.
Data Engineer
The complete path to becoming a Data Engineer. Covers Linux, Python, SQL, cloud pipelines, and real ADF projects used at companies like DoorDash, Stripe, and Amazon.
Data Scientist
From Python and statistics fundamentals through machine learning, experimentation, and business storytelling. Built for the US job market — Palantir, Amazon, and top analytics teams.
Database Administrator
Complete path to a Database Administrator role. SQL mastery, PostgreSQL/MySQL internals, indexing, query optimisation, backup & recovery, replication, high availability, and cloud-managed databases.
DevOps Engineer
Structured path to a DevOps Engineering role. From Linux and scripting through Docker, Kubernetes, Terraform, CI/CD pipelines, and cloud infrastructure on AWS or Azure.
Frontend Developer
From HTML and CSS fundamentals through React, TypeScript, performance, accessibility, and deploying production-grade web apps. Aligned with what top product companies — Stripe, Acorns, Brex — expect.
Full Stack Developer
Complete path to Full Stack development. From HTML/CSS through React, Node.js, PostgreSQL, Docker, and cloud deployment — the way top startups like Brex, Stripe, and Robinhood build.
GenAI Developer
Focused path to building production generative AI applications. Prompt engineering, RAG, LangChain, vector databases, fine-tuning, and deploying LLM-powered products — the skill set the 2025–26 job market is hiring for.
Java Developer
From Java fundamentals through Spring Boot, JPA, microservices, Kafka, and cloud deployment. Java is the dominant language at banks, fintech, and large enterprises — Accenture, Deloitte, Stripe, and JPMorgan.
ML Engineer
End-to-end path to becoming an ML Engineer. From Python and maths foundations through scikit-learn, PyTorch, MLOps, and deploying models on SageMaker and Vertex AI.
Mobile App Developer
Build production mobile apps for iOS and Android. Covers JavaScript/Dart fundamentals, React Native or Flutter, state management, REST APIs, authentication, push notifications, and app store deployment.
Platform Engineer
Build and maintain the internal developer platform — Kubernetes, Terraform, CI/CD, service mesh, observability, and developer experience tooling. The team that makes 100 product engineers 10x more productive.
Python Developer
Comprehensive path to professional Python development. Covers the language deeply, then moves to web APIs (FastAPI), databases, testing, packaging, async programming, and cloud deployment.
Site Reliability Engineer
From Linux and programming through observability, Kubernetes, incident response, and SRE practices. Targeted at SRE roles at top product companies — Amazon, DoorDash, Robinhood, and global enterprises.
Software Architect
The path from senior engineer to software architect. System design, architectural patterns, microservices, event-driven architecture, cloud architecture, security, and the leadership skills that translate technical decisions into business outcomes.
A PATH THAT FITS YOU
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