Minimalist is hiring BI Analyst 🚀📈

Experience : 0-1 Year
Location : Jaipur

Apply link : https://www.linkedin.com/jobs/view/4429818535/

JPMorgan is hiring
Position: Analyst, Financial Reporting
Qualification: Bachelor's Degree
Experience: Freshers/ Experienced
Location: Bengaluru, India

📌Apply Link: https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/jobs/preview/210747001/?keyword=Analyst-+Financial+Reporting&mode=location

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Fractal is hiring Data Analyst 🚀📈

Location : Bangalore

Apply link : https://www.linkedin.com/jobs/view/4433088427/

PhonePe is hiring Business Analyst 🚀🔥

Experience : 2 Years
Location : Bangalore

Apply link : https://job-boards.greenhouse.io/embed/job_app?for=phonepe&gh_src=961e65dc3us&token=7701648003

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Siemens
Position: Trainee
Qualifications: Bachelor's Degree
Experience: Freshers
Location: Bangalore, India

📌Apply Now: https://jobs.siemens.com/en_US/externaljobs/JobDetail/510244

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📊 𝗣𝘄𝗖 𝗶𝘀 𝗼𝗳𝗳𝗲𝗿𝗶𝗻𝗴 𝗮 𝗙𝗥𝗘𝗘 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺

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Mphasis is hiring Analyst

Location: Bengalore, India

Apply link: https://www.linkedin.com/jobs/view/4432967148/

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Barclays is hiring Data Engineer

For 2022, 2023, 2024 gards
Location: Pune

https://search.jobs.barclays/job/-/-/13015/96816113888?src=JB-12860&source=jobfound.org

📊 𝗙𝗥𝗘𝗘 𝗧𝗮𝘁𝗮 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽 | 𝗪𝗶𝘁𝗵 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲 🚀

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𝐕𝐨𝐥𝐯𝐨 is hiring
Position: Graduate Apprentice Trainee
Qualifications: Bachelor's Degree/ Graduation
Experience: Freshers
Location: Bangalore, India

📌Apply Now: https://jobs.volvogroup.com/job/Bangalore-Graduate-Apprentice-Trainee-562122/1356401855/?feedId=361555

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Google is hiring
Position: Account Strategist, Google Customer Solutions
Qualifications: Bachelor’s degree
Experience: Experienced
Location: Mumbai; Gurugram; Bengaluru, India

📌Apply Now:
https://www.google.com/about/careers/applications/jobs/results/137641679908676294-account-strategist-google-customer-solutions

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📊 𝗙𝗥𝗘𝗘 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 | 𝗡𝗼 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 𝗡𝗲𝗲𝗱𝗲𝗱! 🚀

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𝐊𝐏𝐌𝐆 is hiring
Position: Analyst - Consulting Implementation
Qualification: Any Graduate/ Postgraduate
Experience: 0-2 (Years)
Location: Gurgaon, India

📌Apply Now: https://ejgk.fa.em2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/jobs/preview/INTG10046152/?keyword=Analyst&mode=location

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𝗧𝗖𝗦 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗢𝗻 𝗗𝗮𝘁𝗮 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 - 𝗘𝗻𝗿𝗼𝗹𝗹 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘😍

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✅ Data Science Interview Prep Guide

1️⃣ Core Data Science Concepts
• What is Data Science vs Data Analytics vs ML
• Descriptive, diagnostic, predictive, prescriptive analytics
• Structured vs unstructured data
• Data-driven decision making
• Business problem framing

2️⃣ Statistics Probability (Non-Negotiable)
• Mean, median, variance, standard deviation
• Probability distributions (normal, binomial, Poisson)
• Hypothesis testing p-values
• Confidence intervals
• Correlation vs causation
• Sampling bias

3️⃣ Data Cleaning EDA
• Handling missing values outliers
• Data normalization scaling
• Feature engineering
• Exploratory data analysis (EDA)
• Data leakage detection
• Data quality validation

4️⃣ Python SQL for Data Science
• Python (NumPy, Pandas)
• Data manipulation transformations
• Vectorization performance optimization
• SQL joins, CTEs, window functions
• Writing business-ready queries

5️⃣ Machine Learning Essentials
• Supervised vs unsupervised learning
• Regression vs classification
• Model selection baseline models
• Overfitting, underfitting
• Bias–variance tradeoff
• Hyperparameter tuning

6️⃣ Model Evaluation Metrics
• Accuracy, precision, recall, F1
• ROC AUC
• Confusion matrix
• RMSE, MAE, log loss
• Metrics for imbalanced data
• Linking ML metrics to business KPIs

7️⃣ Real-World Deployment Knowledge
• Feature stores
• Model deployment (batch vs real-time)
• Model monitoring drift
• Experiment tracking
• Data model versioning
• Model explainability (business-friendly)

8️⃣ Must-Have Projects
• Customer churn prediction
• Fraud detection
• Sales or demand forecasting
• Recommendation system
• End-to-end ML pipeline
• Business-focused case study

9️⃣ Common Interview Questions
• Walk me through an end-to-end DS project
• How do you choose evaluation metrics?
• How do you handle imbalanced data?
• How do you explain a model to leadership?
• How do you improve a failing model?

🔟 Pro Tips
✔️ Always connect answers to business impact
✔️ Explain why, not just how
✔️ Be clear about trade-offs
✔️ Discuss failures learnings
✔️ Show structured thinking

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🚀 𝗡𝗩𝗜𝗗𝗜𝗔 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 | 𝗟𝗲𝗮𝗿𝗻 𝗙𝗿𝗼𝗺 𝗔𝗜 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗟𝗲𝗮𝗱𝗲𝗿𝘀

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Genpact
Position: Management Trainee
Qualifications: Bachelor’s/ Master’s degree
Experience: Freshers
Location: Bangalore, India

📌Apply Now:
https://genpact.wd108.myworkdayjobs.com/en-US/External_Careers/job/Management-Trainee-Billing_HMS066139

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💻 𝗠𝗮𝘀𝘁𝗲𝗿 𝗦𝗤𝗟 𝗙𝗢𝗥 𝗙𝗥𝗘𝗘 | 𝟱 𝗔𝗺𝗮𝘇𝗶𝗻𝗴 𝗪𝗲𝗯𝘀𝗶𝘁𝗲𝘀 𝗧𝗼 𝗟𝗲𝗮𝗿𝗻 𝗦𝗤𝗟 🚀

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Colaberry is hiring Data Science Engineer

For 2025, 2026 gards
Location: Hyderabad

https://www.linkedin.com/jobs/view/4434113164/

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Business, Sales & Growth Jobs

• Databricks is hiring Pre-sales Senior Technical Solutions Engineer
• Anthropic is hiring Enterprise Account Executive
• Zscaler is hiring Account Executive
• Fireblocks is hiring Compliance Owner
• DoorDash USA is hiring Business Development Lead
• Twilio is hiring Partner Program Manager
• OpenAI is hiring Device Safety & Risk Operations Specialist
• Block is hiring Product Accounting Manager
• Asana is hiring Manager
• Airbnb is hiring Senior Platform Manager

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