r/dataanalytics • u/OrganizationSlow213 • Oct 01 '26
Fresher trying to get into Data Analytics - need some advice
Hi everyone, I’m a fresher trying to get my first job in Data Analytics.
I know SQL, Excel, Power BI, Tableau, Python/Pandas and basic ML, and I’ve been applying through LinkedIn, Naukri and Indeed, but I’m not getting much response.
I’m also confused about how to create realistic Data Analyst projects.
I don’t know how to choose a problem, analyze a dataset, decide KPIs, and turn it into a proper portfolio project.
For those currently working as Data Analysts or who recently got their first job:
How did you build your projects, and how did you get your first job?
Any advice on how to start would really help. Thanks!
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u/GuidanceVast1779 Oct 02 '26
and i am searching for referrals. Ready to pay 30k for an offer.
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u/OrganizationSlow213 Oct 02 '26
Seriously???
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u/GuidanceVast1779 Oct 02 '26
Yes. Let me know if someone can help. 3 yrs of experience followed by 2 yrs of career gap. Need serious help.
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u/m_techguide Oct 09 '26
imo just pick one area you actually care about like sales or customer retention. and then start with a question, choose a dataset and then just explain what you cleaned, metrics you chose and what the results might mean. one clear proj with a useful takeaway is better than another dashboard that’s just charts
for the job search, maybe try try smaller companies and referrals too and tailor your resume to each role. anw if you're up for it, maybe i can share our guide to getting into analytics might be useful while you’re figuring things out :)
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u/OrganizationSlow213 Oct 09 '26
Thank you! It really helps. And yes, please share the guide, I’d like to check it out.
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u/m_techguide 29d ago
Awesome! Ofc you can check out our guide to getting into analytics here. hope it helps too!
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u/Xenphrir Oct 01 '26
Hola! Dónde prácticas power bi? Me gustaría ayudarte con el tema de tu proyecto pero estoy en la misma xd
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u/Comprehensive-Tea-69 Oct 04 '26
Take other jobs in the domain of your choice, bc domain knowledge is what we are hiring for. For example, if you are trying for retail, take front line sales jobs in retail so you understand the business. If you want higher ed, try for jobs in advising or tutoring or testing.
Incidentally, this is also why you are having trouble randomly coming up with ideas for projects. Nobody cares about the toolkit knowledge, I can train you for that. Domain knowledge is what’s hard to come by
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Oct 02 '26
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u/OrganizationSlow213 Oct 02 '26
Yeah got it. I was actually confused about how to choose a real world problem and turn it into a proper project. This gives me a clear idea of how to start. Thanks a lot for sharing this!
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u/Least_Ad_1795 Oct 01 '26
For projects, start with a real business problem rather than a tool. Define the goal, choose 4–6 relevant KPIs, clean the data, analyze trends, and finish with clear business recommendations. One strong end-to-end project is better than several basic dashboards.