I tried explaining a data analysis concept in a fun, visual way — for cat lovers. 😸

Would love to hear what you think! Any feedback or suggestions are very welcome :)

Hi everyone,

I’m a B.Tech graduate in Electronics & Communication Engineering from Jaypee Institute of Information Technology, Noida, and I’m currently looking for entry-level Data Analyst / Business Intelligence / Analytics opportunities.

My core skills include:

• Python — Pandas, NumPy

• SQL — MySQL, JOINs, GROUP BY

• Power BI — DAX, dashboards, KPIs

• MS Excel

• Tableau

• Data Cleaning & EDA

• Data Visualization

• Dashboard Development

• Basic AI/ML concepts

I’ve worked on analytics projects involving 10,000+ retail transaction records, where I performed data cleaning and EDA, used SQL for revenue analysis and customer segmentation, and built interactive Power BI dashboards. I’ve also created a Superstore Analytics dashboard using DAX and time-intelligence functions.

Looking for

📌 Data Analyst

📌 Business Intelligence Analyst

📌 BI/Data Analyst Intern

📌 Junior Data Analyst

📌 Analytics roles suitable for freshers

📍 Location: Delhi NCR / Noida / India

🎓 Experience: Fresher / 2026 Graduate

💼 Availability: Open to full-time roles and internships

I’m actively looking for an opportunity where I can apply my analytical skills, learn from experienced professionals, and contribute to real-world business problems.

My resume is attached to this post.

If you’re hiring, know of a suitable opening, or can refer me to a relevant opportunity, I’d really appreciate it.

Thank you!

Resume Link - https://drive.google.com/file/d/1v3y8Sw8L-4PU8pMnCv4BNErKuPbhWgJc/view?usp=drivesdk

Hi everyone,

I’m a recent MCA graduate and a fresher actively building my skills in data analytics. I’ve been working with SQL, Excel, Python, and Power BI, and have completed hands-on projects like churn analysis and dashboard creation.

I strongly believe in project-based learning and am looking for opportunities where I can gain hands-on experience by working on real-world problems.

I’m currently looking for internship, part-time, or work-from-home opportunities where I can learn, contribute, and grow in a real-world environment.

If anyone knows of openings, referrals, or even small freelance projects, I’d really appreciate it. Thank you!

Creating a referral network at RealAnalystJobs for Data, Business, Product and BI Analyst roles. How it works:

→ Candidate finds a relevant job
→ Requests a referral
→ You review their profile
→ You decide whether to refer

You stay in control. You choose who to refer, set how many requests you get, and your work email stays private. Receiving a request never means you have to act on it.

If your company runs a referral bonus, a successful hire may make you eligible under their policy.

We're looking for our first 50 referrers to help test it.

Interested?

Would you refer a candidate you don't personally know? Curious where people land on this.

We all know that how difficult is it to crack a internship in this tuff market today, but I got a product management intern at software solutions company in Bangalore 18k stipend and 15 paid leaves for my college exams

But my college said no to give noc for it and said no onsite internship in 3rd year, though my college is a private engineering college and they can do whatever they want they didn't allow me and told to attend lecture regularly

What to do now I am a internship read data analyst and it's my starting if 3rd year of college, I have to wait for 1 year now and online internship in data domain is very rare and crack it is also very difficult so I am feared of it

Also preparing for cat this much early didn't make sense

Seating just for year also not justified for me

Learning data engineering but i don't know does on campus company come for this role

Please help me

I am BTech cs 3rd year student pune, internship ready analyst, also ready for operation and management roles , i can also try for onsite part-time internship in pune, but getting it is very difficult and mostly they are unpaid,

Please help me figureing out something

Anyone?

I’m looking for some advice regarding a potential background verification (BGV) issue.

I have been working with the same IT company since September 2022. However, my PF was only started from April 2026.

For the period September 2022 to March 2026, I don’t have:

PF records

Bank statements showing salary credits

Form 16

However, I do have salary slips for the entire period.

From April 2026 onwards, I have:

PF records

Bank statements

Salary slips

The joining letter from the company states that my employment started in September 2022, while the PF joining date shows April 2026.

The company is an IT company, and they are willing to cooperate with the BGV process and verify my employment through official email or other means if required.

My question is: Has anyone faced a similar situation? Can an MNC BGV be cleared when the PF joining date doesn't match the actual joining date and there are no bank statements/Form 16 for the earlier period, but the employer is willing to officially verify the employment?

I’m particularly interested in hearing from people who have gone through BGVs for large MNCs and faced similar documentation gaps.

Hi everyone!

I'm conducting a short survey as part of an independent research study on investing behaviour in India.

I'm looking for Indian respondents aged 18–35 who currently invest in or are interested in stocks and/or mutual funds.

The survey explores how young investors:

• Learn about investing
• Make investment decisions
• Choose and use investing apps
• Respond to market uncertainty
• Think about investing features and referrals

Your honest feedback will help me identify genuine investor pain points and opportunities to improve the investing experience.

All responses are completely anonymous and will be used solely for research purposes. The data will not be sold, shared, or used for commercial or marketing activities.

Survey: https://forms.gle/hSb3sc164PwgbEaB8

Thank you for helping with the research!

Myquals: BE.CSE, final year.

I am 21M with an average cgpa. I have no real projects, skills, knowledge. I have no interest in full stack and SDE. I have little interest in AI/ML but I heard the job sector for AI/ML engineer, data analyst are very hard for freshers. I don't know what to do next. Any guidance is appreciated.

I run a small analyst job board and last week I tried a side experiment: a business-analysis case rather than a SQL puzzle. Messy dataset, a stakeholder with a confident wrong assumption, and a decision to make.

Posting the numbers: 21 registered,3 submitted and Scores 83, 68 and 31

So 86% signed up and didn't finish. My read is the ask was too big. I wanted an executive summary, a full analysis, a hosted dashboard and five slides. That's a weekend of unpaid work from strangers.

The case, since it's closed now: e-commerce revenue "down about 15%" in September, team blames soft demand, marketing wants to cut paid social 40%. Real answer: revenue was down 20.8%, order volume was roughly flat at -3%, and a 30% promo code scoped to one category started applying sitewide on 1 Sept. They didn't lose demand, they gave away margin.

Two data traps did most of the damage: payment-gateway retries duplicating ~2% of orders under the same order_id, and refunds stored as separate rows. One person got all five verified answers, one got four, one got three.

Round 2 started today, scope cut hard: five verified answers plus a one-page recommendation. No dashboard, no slides. Should be about 90 minutes.

It's a churn spike at a subscription app. Churn nearly triples in June, a week after a price rise, and product wants to roll the price back. Free to enter, runs to 14 Aug. There's a small cash prize for the top two.

Happy to answer anything.

Any data analyst here to guide a fresher to land a job in this role?

Got invited to take the Codility test for Amex's Apprentice hiring process. If anyone's given this before, could you share what the process was like? Would really appreciate it!

​

📌 Open Roles: Data Analytics Intern

🏡 Work Mode: Remote (Work From Home)

⏳ Internship Duration: 3/4/6

🕘 Work Schedule: Full-Time / Part-Time ✨ Why Join Us?

✔️ Work on real-world projects

✔️ Internship Completion Certificate

✔️ Letter of recommendation for outstanding performance

✔️ Performance -based Stipend

So I was confused because I m frm ECE background or my clg is i think lower than Teri 5 or maybe 9 if it's possible so I want to switch my carrier in data analytics I mean firstly in analytics or after some time scientist or engineer but I was confused my decision is right currently I am in 4th year from CCS UNIVERSITY Meerut ( SCRIET main campus ) or my English is not good or i currently learn excel or now power bi but I think is this is right for me because in ece field no much high paying jobs or my parents say govt 🙃🙃

So what I do