#Software Engineer Roadmap

Data Scientist and Software Engineer roadmap in 30 seconds 💻 ㅤ #swe #faang #learntocode #DataScience #SoftwareEngineering #BreakIntoTech #TechTips

Software Engineer Roadmap for beginners! Tag a friend for all links + list of data structures + algorithms you need to cover⬇️I cannot send you a DM if you do not follow me.What role should I cover next? . . #tech #cs #Interview #Internship #Job #JobSearch #JobHelp #Resume #Linkedin #Bigtech #Microsoft #Google #Apple #Instagram #Amazon #coding #programmer

I was the dumbest in my class 😔 Always came home with F grades. It didn’t stop me. I quit high school and learned to code. 6 months later, I had my first dev job at 19. No degree. No connections. Just obsession. Everyone keeps asking → HOW? I put everything in one roadmap. → Tools I used → Step by step roadmap → Interview scripts & recordings → Job search & offer strategy 💬 Comment “ROADMAP” and I’ll send everything!! #softwareengineer #code #codinglife #developer #roadmap #selftaught #growth #selfimprovement

I'm Anu, I'm a Software Engineer at Google, If I had to start preparing for Google in 2025, Here’s the roadmap I would follow: ☑️ Timeline: → 3 months on DSA + System Design → 3 months on full-stack projects + DevOps + GenAI → 4–5 hours a day is more than enough if you stay consistent. 1️⃣ Pick one language: Java, C++, or Python — choose one and master it. 2️⃣ Learn DSA & System Design: Focus on graphs, trees, recursion, and DP. Read engineering blogs to understand real-world system design. 3️⃣ Master Full Stack Development (MERN Stack): Build projects that cover both frontend and backend (client and server side). Learn how real systems work end-to-end. 4️⃣ Understand DevOps: Learn CI/CD, testing, deployment, and how software is shipped. 5️⃣ Explore Generative AI: Learn how to use APIs from OpenAI, Gemini, Claude, etc., and build projects that integrate these tools. 6️⃣ Mock interviews: Once you’ve covered the basics, start mock interviews (technical + HR) with engineers from Google or your target companies who can give you honest, practical feedback. This journey won’t be easy, and you might face technical roadblocks, time management issues, or self-doubt. So, don’t hesitate to connect with senior SDEs, they’ll help you stay on track and get placed at your dream company. 💯 All the best! If you’ve reached here, follow @its.anu.sharma for more such content. I help you to crack big tech. [software, coder, developer, google, hiring, interviews, tips, personal, story, experience, algorithms, cs students, computer science] #SoftwareEngineer #TechJourney #CodingLife #GoogleIntern #CSFundamentals #FullStackDeveloper #CodingContests #TechInterviews #WomenInTech #CareerTips

I took the leap of faith trying out a new industry, and I can tell you… It was so worth it. Stay ahead with the latest and most in demand job right now - the ‘AI engineer’, by following this roadmap. Check the post before this for the free courses for each step! 🚀

Here’s a roadmap to help you go from a software engineer to a data scientist 👩‍💻 👇 If you’re tired of writing vanilla apps and want to build ML systems instead, this one’s for you. Step 1 – Learn Python and SQL (not Java, C++, or JavaScript). → Focus on pandas, numpy, scikit-learn, matplotlib → For SQL: use LeetCode or StrataScratch to practice real-world queries → Don’t just write code—learn to think in data Step 2 – Build your foundation in statistics + math. → Start with Practical Statistics for Data Scientists → Learn: probability, hypothesis testing, confidence intervals, distributions → Brush up on linear algebra (vectors, dot products) and calculus (gradients, chain rule) Step 3 – Learn ML the right way. → Do Andrew Ng’s ML course (Deeplearning.ai) → Master the full pipeline: cleaning → feature engineering → modeling → evaluation → Read Elements of Statistical Learning or Sutton & Barto if you want to go deeper Step 4 – Build 2–3 real, messy projects. → Don’t follow toy tutorials → Use APIs or scrape data, build full pipelines, and deploy using Streamlit or Gradio → Upload everything to GitHub with a clear README Step 5 – Become a storyteller with data. → Read Storytelling with Data by Cole Knaflic → Learn to explain your findings to non-technical teams → Practice communicating precision/recall/F1 in simple language Step 6 – Stay current. Never stop learning. → Follow PapersWithCode (it's now sun-setted, use huggingface.co/papers/trending, ArXiv Sanity, and follow ML practitioners on LinkedIn → Join communities, follow researchers, and keep shipping new experiments ------- Save this for later. Tag a friend who’s trying to make the switch. [software engineer to data scientist, ML career roadmap, python for data science, SQL for ML, statistics for ML, data science career guide, ML project ideas, data storytelling, becoming a data scientist, ML learning path 2025]

If I was a beginner learning to code, I would use this 90 day roadmap step by step for beginners 💪 #coding #codingforbeginners #learntocode #computerscience #programming

Backend Software Engineer Roadmap for 2026. 1. Language + framework 2. Linux + CLI 3. Databases 4. APIs 5. Cloud Learn these 5 things and you’ll be ahead of 95% of people. #coding #programming #softwareengineer #csmajors

Coding roadmap here 👇 . . C Programming 2-Month Roadmap Week 1: Learn syntax, variables, data types, operators, and basic I/O Week 2: Master conditional statements, loops, and nested control flows Week 3: Understand functions, recursion, and scope rules Week 4: Dive into arrays, strings, and their manipulation Week 5: Learn pointers, pointer arithmetic, and arrays with pointers Week 6: Work with structures, unions, enums, and typedefs Week 7: File handling, dynamic memory allocation (malloc, calloc, free) Week 8: Solve problems on data structures using C (linked list, stack, queue) Resources: YouTube: CodeWithHarry, Neso Academy, Jenny’s Lectures Practice: HackerRank C Track, GeeksforGeeks C Problems . . #coding #roadmap #programming #cprogramming #pythonprogramming #javaprogramming #beginners #newstart #motivation

Complete Step by Step Roadmap for DSA interview preparation. . . . . . . . . . . . Dsa tech interview google microsoft amazon software engineer job company specific preparation leetcode random question dsa topics coding technical

5 Levels to become a FAANG Software Engineer 🤑💰 #swe #tech #software #fyp

After almost 7 years of coding, working at big tech companies like Amazon and Autodesk, I finally figured out how to land big tech jobs in 2025... Here’s everything I would do so you can copy me 🧑‍💻 Comment “massive” for the AI tool I used to apply to 100s of software engineering jobs for me every day 💪 #coding #codingforbeginners #learntocode #techjobs #computerscience #softwareengineer #usemassive