Data Science & AI Career Roadmaps 2026

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Best Data Science, Data Analytics, AI, and SDE roadmaps. This repository is continually updated based on the top job postings on LinkedIn and Indeed. Please pray for my family and me. Your prayers are all I ask for as a token of appreciation.

To succeed in any career, it's very important to understand the roadmap, required skills, and timeline for the role. This approach minimizes wasted time and ensures you focus on learning the skills needed to get a job. This repository aims to provide comprehensive roadmaps for various roles in the Data Analytics, Data Science, and Artificial Intelligence industry. Whether you're a student, a professional, or just curious about AI, these guides are designed to help you navigate your learning and career journey with clarity and confidence.

About the Author

Rashedul Alam Shakil

• 🌐 LinkedIn Profile
• 🎓 Founder of Study Mart

With a passion for education and technology, I have created this resource to empower students and professionals to achieve their goals in AI, Data Science, and other tech domains.

What You’ll Find Here

This repository contains roadmaps for the following roles:

• Data Analyst
• Data Engineer
• Data Scientist
• AI Engineer
• AI Agent Developer
• Software Engineer with Machine Learning
• Computer Vision Engineer
• Generative AI Engineer
• Machine Learning Engineer
• NLP Engineer
• Domain-Specific ML Topics for Researchers

Each roadmap is designed to guide you through the skills, tools, and knowledge required for the respective roles. These roadmaps are your blueprint for success, from foundational concepts to advanced techniques.

How to Use This Repository

1. Browse through the folders to find the roadmap for your desired role.
2. Start with the README file in each folder, which serves as a guide for the roadmap.
3. Use the suggested learning materials, projects, and career tips to enhance your skills.

Feedback and Contributions

Your feedback is invaluable! Feel free to suggest improvements, share additional resources, or contribute to the roadmaps.

• Create an issue for feedback.
• Submit a pull request to contribute content.

Let’s Grow Together

Using the resources in this repository, we hope to inspire and guide you toward a successful career in technology. Together, let's make learning accessible and meaningful for everyone.