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📊FREE Masterclass: Decode Data Science & Machine Learning
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✅ Data Science Interview Prep Guide 📊🧠
Whether you're a fresher or career-switcher, here’s how to prep step-by-step:
1️⃣ Understand the Role
Data scientists solve problems using data. Core responsibilities:
• Data cleaning & analysis
• Building predictive models
• Communicating insights
• Working with business/product teams
2️⃣ Core Skills Needed
✔️ Python (NumPy, Pandas, Matplotlib, Scikit-learn)
✔️ SQL
✔️ Statistics & probability
✔️ Machine Learning basics
✔️ Data storytelling & visualization (Power BI / Tableau / Seaborn)
3️⃣ Key Interview Areas
A. Python & Coding
• Write code to clean and analyze data
• Solve logic problems (e.g., reverse a list, group data by key)
• List vs Dict vs DataFrame usage
B. Statistics & Probability
• Hypothesis testing
• p-values, confidence intervals
• Normal distribution, sampling
C. Machine Learning Concepts
• Supervised vs unsupervised learning
• Overfitting, regularization, cross-validation
• Algorithms: Linear Regression, Decision Trees, KNN, SVM
D. SQL
• Joins, GROUP BY, subqueries
• Window functions
• Data aggregation and filtering
E. Business & Communication
• Explain model results to non-tech stakeholders
• What metrics would you track for [business case]?
• Tell me about a time you used data to influence a decision
4️⃣ Build Your Portfolio
✅ Do projects like:
• E-commerce sales analysis
• Customer churn prediction
• Movie recommendation system
✅ Host on GitHub or Kaggle
✅ Add visual dashboards and insights
5️⃣ Practice Platforms
• LeetCode (SQL, Python)
• HackerRank
• StrataScratch (SQL case studies)
• Kaggle (competitions & notebooks)
💬 Tap ❤️ for more!
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TP ( Teleperformance ) is hiring Data Scientist 🚀🔥
Experience : 1+ Year
Location : Gurugram
Apply link : https://www.linkedin.com/jobs/view/4416098347/
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Repost from Jobs | Internships | Placement | Interviews
Honeywell
Position: Data Scientist I
Qualification: Bachelor’s/ Master’s Degree
Experience: Freshers
Location: Bangalore, India
📌Apply Now: https://icfcjb.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/Aerospace/job/109996?keyword=Data+Scientist+I&mode=location
👉WhatsApp Channel: https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226
👉Telegram Link: https://t.me/addlist/4q2PYC0pH_VjZDk5
All the best 👍👍
8 155
PhysicsWallah is hiring Analyst Intern 🚀🔥
Experience : Freshers
Location : Noida
Apply link : https://www.linkedin.com/jobs/view/4404320931/
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Cult fit is hiring Data Analyst 🚀
Min. Experience : 1 Year
Location : Bangalore
Apply link : https://careers.cult.fit/cult/jobview/data-analyst-bengaluru-2026012113084515
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Lenovo is hiring Data Analyst 🚀🔥
Location : Bangalore
Apply link : https://jobs.lenovo.com/en_US/careers/JobDetail
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Blissclub is hiring Business Analyst 🚀
Experience : 2 Years
Location : Bangalore
Apply link : https://www.linkedin.com/jobs/view/4393462728/
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Qatar Airways is hiring Business Analyst 🚀🔥
Experience : Experienced
Location : Ahmedabad
Apply link : https://careers.qatarairways.com/global/JobDetail/Business-Analyst-Data-Analytics-Ahmedabad-India/1127
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Kapiva is hiring Business Analyst 🚀
Experience : 1-2 Year
Location : Bangalore
Apply link : https://www.linkedin.com/jobs/view/4391856287/
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BCG is hiring Research Associate 🚀🔥
Min. Experience : 1 Year
Location : Gurgaon
Apply link : https://careers.bcg.com/global/en/job/56925/Research-Associate
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Flipkart is hiring Data Scientist
Location : Bangalore
Apply link : https://www.linkedin.com/jobs/view/4387960445/
👉WhatsApp Channel: https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226
👉Telegram Link: https://t.me/addlist/4q2PYC0pH_VjZDk5
All the best 👍👍
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Airtel is hiring Data Scientist 🚀🔥
Min. Experience : 2 Years
Location : Gurugram
Apply link : https://www.linkedin.com/jobs/view/4354034595/
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Swiggy
Position: Data Scientist I
Qualifications: Bachelor’s/ Master's Degree
Experience: Freshers (0 - 3 Years)
Location: Bangalore, India
📌Apply Now: https://careers.swiggy.com/#/careers?src%3Dcareers=&search%3Dtitle:Data%20Scientist%20I%26p%3DeyJwYWdlVHlwZSI6ImpkIiwiY3ZTb3VyY2UiOiJjYXJlZXJzIiwicmVxSWQiOjI1MjM1LCJyZXF1ZXN0ZXIiOnsiaWQiOiIiLCJjb2RlIjoiIiwibmFtZSI6IiJ9LCJwYWdlIjoiY2FyZWVycyIsImJ1ZmlsdGVyIjotMSwiY3VzdG9tRmllbGRzIjp7InNlYXJjaCI6InRpdGxlOkRhdGEgU2NpZW50aXN0IEkifX0
👉WhatsApp Channel: https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226
👉Telegram Link: https://t.me/addlist/4q2PYC0pH_VjZDk5
All the best 👍👍
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8 155
Meta is hiring Data Scientist 🚀🔥
Experience : 4+ Years
Location : Bangalore
Apply link : https://www.metacareers.com/profile/job_details/1208664281425537
All the best 👍👍
8 155
Ebay is hiring Machine Learning Engineer
For 2021, 2022, 2023 gards
Location: Bangalore
https://jobs.ebayinc.com/us/en/job/R0066599/Machine-Learning-Engineer-T25
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Qualcomm is hiring Associate Engineer
For 2023, 2024, 2025 gards
Location: Hyderabad
https://careers.qualcomm.com/careers/job/446715365662-engineer-associate-hyderabad-telangana-india?domain=qualcomm.com
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Aarki is hiring Machine Learning Engineer I
For 2021, 2022, 2023, 2024, 2025 gards
Location: Bangalore
http://job-boards.greenhouse.io/aarkiinc/jobs/4077005009
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𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭
Position: Data Scientist-II
Qualifications: Bachelor's/ Master’s Degree/ Doctorate
Experience: Experienced
Location: Hyderabad, India
📌Apply Now: https://apply.careers.microsoft.com/careers/job/1970393556659120?domain=microsoft.com&hl=en
👉 WhatsApp Channel: https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226
👉 Telegram Channel: https://t.me/addlist/4q2PYC0pH_VjZDk5
All the best! 👍👍
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