Data analyst jobs for freshers

Each card opens the posting where it lives, usually the employer's own Workday or SuccessFactors page, sometimes a job board. We don't apply on your behalf. The list is every non-senior analyst posting, newest first, so check the experience line before you spend twenty minutes on a form.

When we pulled this list in November 2026, the top was mostly banks and big global companies with capability centres in India: Citi, Barclays and State Street on the money side, Labcorp and Bristol Myers Squibb in healthcare, Airbus in aerospace, plus EY and Wipro. That should shape your portfolio more than your resume template. A bank's analytics team wants to see that you can handle transaction-style data. A pharma team cares about clean, traceable reporting. The project ideas further down are matched to these employers for that reason.

City-wise, analyst openings cluster where these companies sit. If you are set on one city, the Bangalore fresher jobs page and the Hyderabad page show who is posting there this month.

Course websites will tell you what to learn. We wanted to see what employers write. On November 7, 2026 we opened 32 analyst postings for India on two employers' own careers sites: 20 from Amazon's India results for data analyst and 12 from Citi's careers site (we left out data engineer roles and apprenticeships). Then we counted which tools each posting named.

• SQL is close to universal: it was in 29 of the 32. If you learn one thing first, make it SQL.
• Excel never went away. Amazon's business analyst postings spell out VBA, pivot tables and array functions, which is more than most college courses teach.
• Power BI looks weak here only because Amazon leans on Tableau and its own QuickSight. The remote Porch insurance analyst role on our list asked for Power BI instead. Learn the BI tool your target companies name, and learn one properly rather than two badly.
• SAS was the surprise. It appeared in 9 of Citi's 12 postings. If bank analytics teams are your target, SAS basics are worth more than a third Python certificate.

Two employers is a small sample, and big companies write long wish lists. Read it as a direction, then check ten postings from the companies you actually want.

Reporting roles are the other quiet door. Titles like MIS executive, reporting analyst or data operations associate may pay less at the start, but the work is SQL and Excel all day, and a year of it makes you a credible applicant for the 1 to 3 year analyst roles above. Our list of companies hiring freshers shows who is posting entry-level roles this month.

Ninety days is enough if you have a degree and can give it an hour or two a day. Already comfortable in Excel? Skip the first block and you are at 75 days. Keep the order, though. SQL goes early because nearly every posting above names it, and a dashboard with no SQL behind it looks thin in an interview.

A Titanic or Iris notebook tells a recruiter you finished a tutorial. A project built on the kind of data the employer handles tells them you could start on Monday. Pick the row that matches your target list.

Our data can't give you an honest analyst number yet. Of the roughly 1,100 analyst postings in the 30 days to November 7, only a handful stated pay at all, and the largest group of those was nine US-dollar postings. Across the roughly 4,100 India postings in our feed tagged entry level or internship, the 57 that stated pay in rupees had a median of about ₹4.4 LPA. Fifty-seven postings is a thin base and it mixes every kind of job, so use it as a sanity check, not a target. See fresher jobs across India for that wider picture.

When an offer arrives, ask for the CTC split in writing: fixed pay, variable pay and any joining bonus. Compare offers on fixed pay. A ₹5 LPA CTC with ₹1 LPA of variable pay behaves like a ₹4 LPA job until the variable actually lands.