Core Python + OOPs concepts are a must
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Learn Pandas, NumPy for data handling
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Build 2–3 projects on GitHub to showcase
🔥 Python is required in 70%+ of ₹10 LPA job listings
Master JOINs, subqueries, window functions
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Practice on MySQL & PostgreSQL both
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Understand indexing & query optimization
💡 SQL is asked in almost every Data/Backend interview
Learn AWS EC2, S3, Lambda basics
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Get AWS Cloud Practitioner certification
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Azure is preferred in TCS, Infosys, Wipro
☁️ Cloud skills add ₹1–2 LPA to your package instantly
Build interactive dashboards from scratch
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Learn DAX formulas in Power BI
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Visualisation skills = analyst jobs at ₹8–12 LPA
📊 Capgemini, Citi & Bajaj all need Power BI skills
Learn Docker, Kubernetes basics
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CI/CD pipelines with GitHub Actions
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Linux command line is non-negotiable
⚙️ DevOps roles start at ₹8–12 LPA in India
Arrays, Trees, Graphs — core DSA topics
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Solve 100+ problems on LeetCode
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Learn time & space complexity analysis
🧠 DSA is mandatory for product-based companies
Practice explaining tech concepts simply
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Work on written English — emails & docs
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Client-facing roles pay ₹2–3 LPA more
🗣️ Most underrated skill that separates ₹6 vs ₹10 LPA
AI/ML basics — scikit-learn, model building
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Agile/Scrum — every MNC uses this now
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Git & GitHub — version control is essential
🤖 AI skills alone can push package to ₹12–15 LPA
Must Have
Python + SQL
Add-on
Cloud + DevOps
Standout
AI/ML + BI
Soft skill
Communication
🚀