United Airlines is hiring for Associate Data Engineer
Expected Salary: 8-12 LPA
Apply here:
https://careers.united.com/us/en/job/UAIUADUSGGN00001543EXTERNALENUSTALEO/Associate-Data-Engineer

Deloitte is hiring for Analyst Trainee (0-2 years)
Expected Salary: 4-8 LPA
Apply here:
https://instahyre.com/job-309989-analyst-trainee-at-deloitte-work-from-home/

Walker & Dunlop is hiring Data Analyst

Location: Remote - USA

Apply Link: https://walkerdunlop.wd1.myworkdayjobs.com/WD/job/Remote---USA/Data-Analyst_Req-1244

Knowledge, Skills and Abilities
Superior written and oral communication skills.
Strong analytical skills and effective interpersonal skills.
Ability to manage multiple tasks with varying priorities.
Detail oriented and ability to take ownership of a task or project to successful outcome.
Ability to show ownership of your work, take on challenges and acknowledge growth opportunities, and demonstrate patience when learning new processes.
Courtesy, respect, and thoughtfulness in teaming with colleagues and other stakeholders.

👉WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

👉Telegram Link: https://t.me/dataanalyticsbuddy

Like for more ❤️

All the best 👍👍

Hiring for data analyst at JP MORGAN

https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/job/210534902



👉WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

👉Telegram Link: https://t.me/dataanalyticsbuddy

Like for more ❤️

All the best 👍👍

Hey hustlers, Very good morning, and I hope you're doing great.

Welcome Day 4 of the 𝗛𝘂𝘀𝘁𝗹𝗲𝗿𝘀𝗹𝗲𝗿𝘀 𝘁𝗼 𝗯𝗲𝗰𝗼𝗺𝗲 𝗮𝘀𝗽𝗶𝗿𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁 𝘁𝗼 𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝗮𝘀 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁 challenge. 

Today we will learn the complete statistics and mathematics topic-wise list required for the data/business analyst role.

1️⃣ Descriptive Statistics:
- Measures of central tendency (mean, median, mode)
- Measures of dispersion (variance, standard deviation)
- Percentiles and quartiles -Skewness and kurtosis
- Histograms and frequency distributions

2️⃣ Probability: -Basic concepts of probability (sample space, events, outcomes)
- Probability rules (addition, multiplication)
- Conditional probability
- Bayes' theorem -Probability distributions (binomial normal, Poisson)

3️⃣ Inferential Statistics
- Hypothesis testing (null and alterative hypotheses) Types of errors (Type I and Type I errors)
- Confidence intervals
- Sampling techniques (random sampling, stratified sampling)
- Central Limit Theorem
- t-tests (paired and unpaired)
- Analysis of variance (ANOVA)
- Chi-square tests

4️⃣ Regression Analysis
- Simple linear regression
- Multiple linear regression
- Assumptions of regression analysis
- Model evaluation (R-squared, adjusted R-squared, residual analysis)
- Interpreting regression coefficients
- Logistic regression (binary and multinomial)

5️⃣ Time Series Analysis:
- Time series components (trend, seasonality, cyclicality noise)
- Smoothing techniques (moving averages, exponential smoothing)
- ARIMA models (AutoRegressive Integrated Moving Average)
- Forecasting methods (exponential smoothing, ARIMA trend analysis)

6️⃣ Data Visualization:
- Charts and graphs (bar charts, line charts, scatter plots, histograms)
- Box plots
- Heatmaps
- Data dashboards
- Effective data visualization principles
- Using tools like Excel, Tableau, or Python libraries (Matplotlib, Seaborn)

7️⃣ Linear Algebra
- Matrix operations (addition, subtraction, multiplication)
- Systems of linear equations
- Determinants
- Eigenvalues and eigenvectors

8️⃣ Optimization
- Linear programming
- Integer programming
- Non-linear programming
- Constraint optimization

9️⃣ Discrete Mathematics
- Set theory
- Combinatorics (permutations, combinations)
- Probability and counting principles
- Graph theory (networks, paths, connectivity)

🔟 Data Manipulation and Analysis
- Data cleaning and preprocessing
- Exploratory data analysis (EDA)
- Data transformation (normalization, standardization)
- Database querying (SQL)
- Data wrangling using tools like Python (NumPy, Pandas)


You might feel why I'm keeping on telling you to focus on math and statistics fundamentals because in data analytics we have a focus on data, which requires more math to solve problems, and even today, while solving any problems, I've got to learn some new things from the basics that we might have learned during our school, college, or university days. So do focus on understanding these foundations thoroughly and try to make notes while learning using the old books that you're carrying with you.

Use these resources and once again go through these things to clear your concepts.

https://www.youtube.com/watch?v=o7WkGYIPUM8&list=PLunlGNVWDAaY7AeDDzTeu4-DD3g7zmAXs


W3School Statistics Tutorial:https://www.w3schools.com/statistics/




https://www.youtube.com/playlist?list=PLunlGNVWDAaY7AeDDzTeu4-DD3g7zmAXs


Looking forward to your responses.

𝗙𝗿𝗲𝘀𝗵𝗲𝗿𝘀 𝗵𝗶𝗿𝗶𝗻𝗴 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁, 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_interested-dataanalyst-datascience-activity-7216071029113184256-3q8p

Data Analyst hiring Freshers 🔥

1. AMERICAN EXPRESS Analyst/Sr.Analyst-Data Science
Exp: 0 - 4 Year
https://www.naukri.com/job-listings-analyst-sr-analyst-data-science-american-express-company-gurugram-0-to-4-years-050724501092

2. Wipro is hiring Data Engineer
Experience: Freshers (0 - 2 Years)
https://careers.wipro.com/careers-home/jobs/3071022

3. Cognizant is hiring Junior Data Analyst
Experience: Freshers
Location: Mumbai; Kolkata; Pune, India (Hybrid)

(MUMBAI): https://careers.cognizant.com/global-en/jobs/00059444541/junior-data-analyst/

(KOLKATA): https://careers.cognizant.com/global-en/jobs/00059570581/trainee-junior-data-analyst/?src=SNS-102?JB-11500

(PUNE): https://careers.cognizant.com/global-en/jobs/00059475331/trainee-junior-data-analyst/

4. Prodian Data Engineer/Analyst
Exp: 0 - 1 Year
https://www.naukri.com/job-listings-hiring-freshers-data-engineer-analyst-prodian-infotech-pvt-ltd-chennai-0-to-1-years-040724005418

5. Peroptyx Data Analyst
Exp: 0 - 5 Year
https://www.naukri.com/job-listings-data-analyst-0-experience-required-peroptyx-delhi-ncr-0-to-5-years-200524003834

6. Msci Data Analyst
Exp: 0 - 3 Year
https://www.naukri.com/job-listings-data-analyst-msci-mumbai-0-to-3-years-040724502426

7. Evigway Technologies Data Engineer
Exp: 0-5 Year
https://www.naukri.com/job-listings-data-engineer-evigway-technologies-dehradun-0-to-5-years-070724000881

👉WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

8. Resy Analyst - Data Science & Strategy
Exp: 0 - 2 Year
https://www.naukri.com/job-listings-analyst-data-science-strategy-resy-gurugram-0-to-2-years-050724501968

9. Techgimini Business Analyst & Data Analyst Data Science
Exp: 0 - 1 Year
https://www.naukri.com/job-listings-business-analyst-data-analyst-data-science-only-freshers-can-apply-techgimini-pune-0-to-1-years-060724005273

10. AskmeOffers.com Data Analyst
Exp: Fresher
https://www.linkedin.com/jobs/view/3965852124

👉Telegram Link: https://t.me/dataanalyticsbuddy

11. United Airlines is hiring for Associate Data Engineer
Exp: 1-2 year
https://careers.united.com/us/en/job/UAIUADUSGGN00001543EXTERNALENUSTALEO/Associate-Data-Engineer

12. Deloitte is hiring for Analyst Trainee (0-2 years)
https://instahyre.com/job-309989-analyst-trainee-at-deloitte-work-from-home/

13. IIDE Education Private Limited Data Analyst Internship
Exp: Fresher
https://internshala.com/internship/detail/data-analyst-internship-in-mumbai-at-iide-education-private-limited1720264879

14. Blackcoffer Data Science Internship
Exp: Fresher
https://internshala.com/internship/details/work-from-home-data-science-internship-at-blackcoffer1720199867



👉WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

👉Telegram Link: https://t.me/dataanalyticsbuddy

KPMG is hiring for the role of Technology Analyst
Experience: 0 - 1 year's
Expected Salary: 5 - 9 LPA
Apply Link: https://unstop.com/jobs/technology-analyst-kpmg-1066699



👉WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

👉Telegram Link: https://t.me/dataanalyticsbuddy

Like for more ❤️

All the best 👍👍

𝐒𝐐𝐋 𝗤𝐮𝐞𝐫𝐲 𝗤𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬 𝗳𝗼𝗿 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄𝘀 𝘄𝗶𝘁𝗵 𝗙𝗿𝗲𝗲 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_sql-interview-questions-and-answers-activity-7216267361497075712-WNXH

SQL Handwritten Notes🔥🔥🔥

React ❤️ if you want more content like this

50 SQL Interview Questions and Answers🔥🔥🔥

React ❤️ if you want more content like this

𝗙𝗿𝗲𝗲 𝗦𝗤𝗟 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 🔥🔥🔥

📘 W3Schools SQL Tutorial: https://www.w3schools.com/sql/

📘 Mode Analytics SQL Tutorial: https://mode.com/sql-tutorial

📘 SQLZoo Interactive SQL Tutorial: https://sqlzoo.net/wiki/SQL_Tutorial

📘 Khan Academy - Intro to SQL: https://www.khanacademy.org/computing/computer-programming/sql

1️⃣ SQL Zero to Hero Handwritten Notes: https://lnkd.in/dTZ2Fv2i

2️⃣ SQL Free Courses: https://lnkd.in/dbQ-Ucdm

3️⃣ SQL Roadmap for Data Analyst with Free Learning Resources: https://www.linkedin.com/posts/mandarmpatil_sql-from-basic-to-expert-activity-7191987348031553536-Ie4_

4️⃣ YouTube Channels to Learn SQL: https://lnkd.in/dGSmXjm6

5️⃣ MASTER SQL in 16 pages: https://lnkd.in/dqRrHuFS

6️⃣ SQL Quick Revision Notes for Interviews: https://lnkd.in/dNsyyhxT

7️⃣ Master SQL with this Cheat Sheet: https://lnkd.in/dszCX8xY

8️⃣ Platforms to Practice SQL Queries: https://lnkd.in/d8CTdDW5

9️⃣ Most Asked SQL QnA: https://lnkd.in/d6TJnDZC
https://lnkd.in/dYbw3c4J
https://lnkd.in/d2mtGWWi

🔟Ace Your SQL Interview with 150 Practice Queries: https://lnkd.in/dpaiW83g

1️⃣1️⃣ Most Asked SQL Questions: https://lnkd.in/d2mtGWWi

1️⃣2️⃣ SQL Interviews with FREE LeetCode Solutions: https://lnkd.in/dJtQnUTV

1️⃣ 3️⃣ 800 Most Asked SQL QnA: https://lnkd.in/dHzNhpjB

1️⃣ 4️⃣ SQL Interview Questions for Entry-Level SQL Developers: https://lnkd.in/dG3kxd8b

1️⃣ 5️⃣ SQL Interview Questions for Entry Level Data Analyst: https://lnkd.in/dredf8KF





Till then keep learning and keep exploring 🙌

🚀 Join Adobe GenSolve Hackathon! 🎨💻

Fuel your creativity and tech prowess at India's premier hackathon! Solve real-world challenges using generative AI and Adobe Creative Cloud. Open to B.Tech/B.E. students graduating in 2025-2026.

🏆 Prizes:
- Macbook Air
- iPad Air
- PPIs and Internships
- Goodie Bag from Adobe, and more!

Register now to shape the future with your ideas!
🔗Link: https://www.geeksforgeeks.org/hackathon/adobe-gensolve-innovate-to-impact


Rounds:
1️⃣ Online MCQ and Coding Contest
2️⃣ Project Submission
3️⃣ Mentorship for Shortlisted Teams
4️⃣ Grand Finale at Adobe’s Noida Office

Don't miss out: transform innovation into impact!
🔗Link: https://www.geeksforgeeks.org/hackathon/adobe-gensolve-innovate-to-impact

Data Science Job Updates

Company: The Golden Rise
Role: Data Scientist
Exp: Fresher
Apply Now: https://lnkd.in/dqHQQcas

Company: Cognizant
Role: Junior Data Analyst
Exp: Fresher
Apply Now: https://lnkd.in/dbSHMUsi

Company: Cognizant
Role:Trainee - Junior Data Analyst
Exp: Fresher
Apply Now: https://lnkd.in/dnVRw6PQ

👉Telegram Link: https://t.me/dataanalyticsbuddy

Company: Kroolo
Role: Generative AI Engineer
Exp: Fresher
Apply Now: https://lnkd.in/dYPaVqF5

Company: EQUIP9™ - Future Digital Marketplace
Role: Business Intelligence Specialist
Exp: Fresher
Apply Now: https://lnkd.in/dKPTE9XU

Company: Accopixel Technologies
Role: Data Analyst/ Analysis Trainee
Exp: Fresher
Apply Now: https://lnkd.in/dqR72tf4

👉WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46


Company: Sate Development
Role: Business Analyst
Exp: 1yr
Apply Now: https://lnkd.in/dhPwzNcr

Company: Accenture
Role: Data Engineer
Exp: 2yrs
Apply Now: https://lnkd.in/dKuG8QKf

Company: Teleperformance
Role: Data Engineer
Exp: 1 yr
Apply Now: https://lnkd.in/dXnDKhSt


Company: StatusNeo
Role: Data Analyst
Exp: 1yr
Apply Now: https://lnkd.in/dk_B8Mci



👉WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

👉Telegram Link: https://t.me/dataanalyticsbuddy

Like for more ❤️

All the best 👍👍

Hey hustlers, Very good morning, and I hope you're doing well.

Welcome Day 5 of the 𝗛𝘂𝘀𝘁𝗹𝗲𝗿𝘀𝗹𝗲𝗿𝘀 𝘁𝗼 𝗯𝗲𝗰𝗼𝗺𝗲 𝗮𝘀𝗽𝗶𝗿𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁 𝘁𝗼 𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝗮𝘀 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁 challenge. 

Today we will revise what we learned till now because learning is okay, but revision is very essential for making our progress.

You might be wondering why I'm suggesting learning and revising math and statistics because a few days ago, while solving a SQL question on HackerRank, I came across one question that I easily solved after practice using MySQL, but when I'm solving the same question using MS SQL Server, I need to learn extra things to get the correct output. Learning math concepts such as rounding off, casting, etc. need to be revised along with distance formulas that we have learned in school, college, or maybe university days.

You can look below question and understand the entire thing that I'm telling you.
https://www.hackerrank.com/challenges/weather-observation-station-19/problem



I hope you will go through all of the above questions for the sake of reference and for your understanding.

I look forward to your responses.

Data Science Opportunities

Company – Lumosys
Role – Data Analyst
Exp. – Fresher
Apply Here – https://www.linkedin.com/jobs/view/3970590490

Company – Cushman & Wakefield
Role – Data Analyst
Exp. – Fresher
Apply Here – https://careers.cushmanwakefield.com/global/en/job/CUWAGLOBALR240308ENAPACEXTERNAL/Data-Analyst-Generalist

Company – Maxgen Technologies Private Limited
Role – DATA ANALYST INTERNSHIP
Exp. – Fresher
Apply Here – https://www.foundit.in/job/data-analyst-internship-at-pune-maxgen-technologies-private-limited-pune-aurangabad-31080862

WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46


Company – Soul Ai
Role – Data Scientist
Exp. – Fresher
Apply Here – https://www.naukri.com/job-listings-data-scientist-soul-ai-hyderabad-0-to-0-years-080724010188

Company – Soul Ai
Role – Data Engineer
Exp. – Fresher
Apply Here – https://www.naukri.com/job-listings-data-engineer-soul-ai-hyderabad-0-to-0-years-080724010135

Company – PartnerFirms
Role – Data Engineer
Exp. – Fresher
Apply Here – https://www.linkedin.com/jobs/view/3967437296

👉Telegram Link: https://t.me/dataanalyticsbuddy

Company – Citi
Role – Business Analytics Analyst
Exp. – 0-2 yrs
Apply Here – https://www.simplyhired.co.in/job/P_uzl7zlJZgSJBvCxnABn-Z6LhIh6x_tf2dyo9YFRarLi1y0nTBg

Company – Resolute AI Software Private Limited
Role – AI Engineer Intern
Exp. – Fresher
Apply Here – https://internshala.com/internship/details/work-from-home-ai-engineer-internship-at-resolute-ai-software-private-limited1720498515

Company – Circle K
Role – Associate Data Scientist
Exp. – 1-3 yrs
Apply Here – https://www.linkedin.com/jobs/view/3970018098

Company – SUN CHEM (INDIA)
Role – Data Analyst
Exp. – 1-3 yrs
Apply Here – https://www.linkedin.com/jobs/view/3967428981


GE Healthcare Hiring Data science Intern
Batch: 2027, 206 passout
Experience: fresher
Salary :40k- 50k per month
Application link : https://jobs.gecareers.com/aviation/global/en/job/R3772705/DT-Intern-Data-Science

StatusNeo is hiring for Python Developer
Apply here:
https://linkedin.com/jobs/view/3966871274/?alternateChannel=search


Check out this job at Sportskeeda: https://www.linkedin.com/jobs/view/3967418957


Selector is hiring for the role of Data Engineer
Experience: 0-1 years
Apply here:
https://linkedin.com/jobs/view/3967440227/?alternateChannel=search




👉WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

👉Telegram Link: https://t.me/dataanalyticsbuddy

Like for more ❤️

All the best 👍👍

𝗔𝗜 𝗧𝗼𝗼𝗹𝘀 𝗳𝗼𝗿 𝗥𝗲𝗴𝘂𝗹𝗮𝗿 𝗨𝘀𝗲 𝗖𝗮𝘀𝗲𝘀🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_ai-aitools-chatgpt-activity-7216632576306794497-ZDOm

S&P Global is hiring Data Analyst

Apply Link: https://careers.spglobal.com/jobs/304464

Location: New York

S&P Global states that the anticipated base salary range for this position is $56,392 to $98,949. Final base salary for this role will be based on the individual’s geographical location as well as experience and qualifications for the role.

Preferred Qualifications:

Automotive industry experience a plus

Experience with Salesforce or another CRM a plus

Experience with customer support ticketing systems a plus

All the best 👍👍

CenterWell is hiring Senior Data Analyst

Location Type: Remote

Preferred Qualifications:

Advanced Degree in a quantitative discipline, such as Mathematics, Economics, Finance, Statistics, Computer Science, Engineering or related field
Advanced in SQL, SAS and other data systems
Experience in DAX/M languages in Power BI
Expertise in data mining, forecasting, simulation, and/or predictive modeling
Experience creating analytics solutions for various healthcare sectors

Apply Link: https://www.centerwellcareers.com/job/20646321/senior-financial-data-analyst-us-nationwide/

Salary: $78,800 – $108,500 per year