Plan your learning

Career Roadmaps

Step-by-step paths through the skills, concepts, and projects for your next chapter in computing.

Build robust applications and systems that power the digital world. Learn programming fundamentals, system design, and modern development practices.

Duration12-18 months

Salary Range$120,000 - $180,000

DemandHigh

4 stages from Beginner to Expert

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AI/ML Engineer

Build intelligent systems that learn from data. Master machine learning algorithms, deep learning, and MLOps to create production-ready AI solutions.

Duration18-24 months

Salary Range$140,000 - $220,000

DemandVery High

4 stages from Beginner to Expert

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Data

Data Scientist

Transform raw data into actionable insights. Combine statistical analysis, machine learning, and business acumen to drive data-informed decisions.

Duration12-18 months

Salary Range$130,000 - $170,000

DemandHigh

4 stages from Beginner to Expert

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Security

Cybersecurity Specialist

Protect digital assets from cyber threats. Master security principles, ethical hacking, and defense strategies in an increasingly connected world.

Duration12-18 months

Salary Range$120,000 - $170,000

DemandVery High

4 stages from Beginner to Expert

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Engineering

DevOps Engineer

Bridge development and operations. Automate infrastructure, implement CI/CD pipelines, and ensure reliable, scalable deployments.

Duration12-15 months

Salary Range$115,000 - $160,000

DemandHigh

4 stages from Beginner to Expert

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Engineering

Full-Stack Developer

Master both frontend and backend development. Build complete web applications from user interface to database and deployment.

Duration9-12 months

Salary Range$100,000 - $160,000

DemandHigh

4 stages from Beginner to Expert

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Emerging

Blockchain Developer

Build decentralized applications and smart contracts. Master blockchain technology, cryptography, and Web3 development.

Duration12-18 months

Salary Range$120,000 - $180,000

DemandGrowing

4 stages from Beginner to Expert

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Generative AI Specialist

Master the cutting edge of AI. Build applications with LLMs, create generative content, and push the boundaries of what AI can create.

Duration12-18 months

Salary Range$150,000 - $250,000

DemandVery High

4 stages from Beginner to Expert

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Emerging

AI Ethics & Governance

Shape the responsible development of AI. Combine technical understanding with ethics, policy, and governance to ensure AI benefits humanity.

Duration12-15 months

Salary Range$130,000 - $180,000

DemandGrowing

4 stages from Beginner to Expert

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Emerging

Robotics Engineer

Build intelligent machines that interact with the physical world. Combine mechanical engineering, electronics, and AI to create autonomous systems.

Duration18-24 months

Salary Range$120,000 - $170,000

DemandGrowing

4 stages from Beginner to Expert

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Engineering

Forward Deployed Engineer

Bridge the gap between cutting-edge technology and real-world customer problems. Work directly with clients to implement, customize, and deploy technical solutions that drive business outcomes.

Duration12-18 months

Salary Range$140,000 - $220,000

DemandGrowing

4 stages from Beginner to Expert

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AI is Transforming Every Path

Our roadmaps integrate AI considerations at every stage, preparing you for how artificial intelligence is reshaping computer science careers.

AI-Assisted Learning

Each stage includes guidance on using AI tools to accelerate your learning and practice.

Future-Proof Skills

Focus on skills that complement AI rather than compete with it, ensuring long-term relevance.

Emerging Roles

Includes new career paths like Generative AI Specialist and AI Ethics that didnt exist years ago.