McKinsey is hiring!
Position: Junior Analyst
Qualification: Bachelor’s Degree/ MBA
Salary: 7 - 12 LPA (Expected)
Experience: Freshers/ Experienced
Location: Bengaluru, India

📌Apply Now: https://www.mckinsey.com/careers/search-jobs/jobs/juniorcapabilitiesinsightsanalyst-riskresilience-98601

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📌Goldman Sachs is hiring for Data Engineer - Analyst
Experience: 1 year's
Expected Salary: 10 - 18 LPA
Apply here: https://hdpc.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/LateralHiring/job/149322

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Xiaomi India hiring Data Engineer

Apply link: https://www.linkedin.com/jobs/view/4249597415

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Caterpillar is hiring!
Position: Business Analyst
Qualification: Bachelor’s/ Master’s Degree
Salary: 5.7 - 8 LPA (Expected)
Experience: Freshers/ Experienced
Location: Bangalore/ Chennai

📌Apply Link: https://careers.caterpillar.com/en/jobs/r0000309486/business-intelligence-analyst-1/

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Fi Money is hiring Business Analyst 🚀

Experience : 1 Year
Location : Bangalore

Apply link : https://jobs.lever.co/epifi/d24f5f30-688d-4abc-b0e5-4538e3d448da/apply

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Slice is hiring Business Analyst 🚀

Experience : 1 Year
Location : Bangalore

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Physics Wallah is hiring Business Analyst 🚀

Experience : 2 Years
Location : Mumbai

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If you're serious about getting into Data Science with Python, follow this 5-step roadmap.

Each phase builds on the previous one, so don’t rush.

Take your time, build projects, and keep moving forward.

Step 1: Python Fundamentals
Before anything else, get your hands dirty with core Python.
This is the language that powers everything else.

✅ What to learn:
type(), int(), float(), str(), list(), dict()
if, elif, else, for, while, range()
def, return, function arguments
List comprehensions: [x for x in list if condition]
– Mini Checkpoint:
Build a mini console-based data calculator (inputs, basic operations, conditionals, loops).

Step 2: Data Cleaning with Pandas
Pandas is the tool you'll use to clean, reshape, and explore data in real-world scenarios.

✅ What to learn:
Cleaning: df.dropna(), df.fillna(), df.replace(), df.drop_duplicates()
Merging & reshaping: pd.merge(), df.pivot(), df.melt()
Grouping & aggregation: df.groupby(), df.agg()
– Mini Checkpoint:
Build a data cleaning script for a messy CSV file. Add comments to explain every step.

Step 3: Data Visualization with Matplotlib
Nobody wants raw tables.
Learn to tell stories through charts.

✅ What to learn:
Basic charts: plt.plot(), plt.scatter()
Advanced plots: plt.hist(), plt.kde(), plt.boxplot()
Subplots & customizations: plt.subplots(), fig.add_subplot(), plt.title(), plt.legend(), plt.xlabel()
– Mini Checkpoint:
Create a dashboard-style notebook visualizing a dataset, include at least 4 types of plots.

Step 4: Exploratory Data Analysis (EDA)
This is where your analytical skills kick in.
You’ll draw insights, detect trends, and prepare for modeling.

✅ What to learn:
Descriptive stats: df.mean(), df.median(), df.mode(), df.std(), df.var(), df.min(), df.max(), df.quantile()
Correlation analysis: df.corr(), plt.imshow(), scipy.stats.pearsonr()
— Mini Checkpoint:
Write an EDA report (Markdown or PDF) based on your findings from a public dataset.

Step 5: Intro to Machine Learning with Scikit-Learn
Now that your data skills are sharp, it's time to model and predict.

✅ What to learn:
Training & evaluation: train_test_split(), .fit(), .predict(), cross_val_score()
Regression: LinearRegression(), mean_squared_error(), r2_score()
Classification: LogisticRegression(), accuracy_score(), confusion_matrix()
Clustering: KMeans(), silhouette_score()

– Final Checkpoint:

Build your first ML project end-to-end
✅ Load data
✅ Clean it
✅ Visualize it
✅ Run EDA
✅ Train & test a model
✅ Share the project with visuals and explanations on GitHub

Don’t just complete tutorialsm create things.

Explain your work.
Build your GitHub.
Write a blog.

That’s how you go from “learning” to “landing a job

Best Data Science & Machine Learning Resources: https://topmate.io/coding/914624

All the best 👍👍

Uber is hiring!
Position: Data Scientist I
Qualification: Bachelor's/ Master’s Degree
Salary: 16 - 46 LPA (Expected)
Experience: Freshers/ Experienced
Location: Hyderabad, India

📌Apply Now: https://www.uber.com/global/en/careers/list/143828/?uclick_id=ee96a1b3-3baf-4a26-8157-11eeb2164851

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Just Dial is hiring Data Analyst 🚀

Experience : 1 Years
Location : Chennai

Apply link : Check out this job at Justdial: https://www.linkedin.com/jobs/view/4252915273

Teamware Solutions is hiring Data Analyst 🚀

Experience : 0-1 Year
Location : Mumbai

Apply link : Check out this job at Teamware Solutions: https://www.linkedin.com/jobs/view/4251388474

IQVIA is hiring!
Position: Junior Analyst
Qualifications: Bachelor’s Degree
Experience: Freshers/ Experienced
Location: Bengaluru, India

📌Apply Now: https://jobs.iqvia.com/en/job/bengaluru/analyst/24443/82659663936

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Kapiva is hiring Product Analyst 🚀

Experience : 1 Year
Location : Bangalore

Apply link : https://www.linkedin.com/jobs/view/4252971833

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CGI is hiring!
Position: Business Analyst
Qualification: Bachelor’s/ Master’s Degree
Salary: ₹6,67, 930 Per Annum (Expected)
Experience: Freshers/ Experienced
Location: Bangalore, India

📌Apply Now: https://cgi.njoyn.com/corp/xweb/xweb.asp?NTKN=c&clid=21001&Page=JobDetails&Jobid=J0625-0811&BRID=1217020&lang=1

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Capgemini hiring Data Analyst

Apply link: https://careers.capgemini.com/job/Noida-Data-Analyst/1215359101

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Siemens is hiring!
Position: Data Analyst - Junior Power BI Developer
Qualifications: Bachelor's Degree
Salary: 6.5 - 13 LPA (Expected)
Experience: 1 - 3 (Years)
Location: Bangalore, India

📌Apply Now: https://jobs.siemens.com/careers/job/563156123913258?microsite=siemens.com&hl=en

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HSBC is hiring!
Position: Analyst
Qualifications: Bachelor’s/ Master’s Degree
Salary: 5 - 8 LPA (Expected)
Experience: Freshers/ Experienced
Location: Bangalore (Hybrid)

📌Apply Now: https://mycareer.hsbc.com/en_GB/external/PipelineDetail/Analyst-Pricing/269436

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𝟏𝟎𝟎% 𝐖𝐨𝐫𝐤 𝐅𝐫𝐨𝐦 𝐇𝐨𝐦𝐞!

Sprinto is hiring for Recruitment Intern
Qualifications: Any Graduation
Salary: 22K Per Month (Expected)
Experience: Freshers
Location: Work From Home (Remote)

📌Apply Now: https://jobs.lever.co/Sprinto/cb7f399f-3a5f-4994-8551-a8bded28705a

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Kapiva is hiring !
Position:Product Analyst
Experience : 1 Year
Location : Bangalore

Apply link : https://www.linkedin.com/jobs/view/4252971833

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Capgemini is hiring!

Position:Data Analyst

Apply link: https://careers.capgemini.com/job/Noida-Data-Analyst/1215359101

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CGI is hiring!
Position: Business Analyst
Qualification: Bachelor’s/ Master’s Degree
Salary: ₹6,67, 930 Per Annum (Expected)
Experience: Freshers/ Experienced
Location: Bangalore, India

📌Apply Now: https://cgi.njoyn.com/corp/xweb/xweb.asp?NTKN=c&clid=21001&Page=JobDetails&Jobid=J0625-0811&BRID=1217020&lang=1

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