VMware Data Science and Analytics Interview Questions and Answers (2026 Guide)

Quick answer: VMware, now part of Broadcom and marketed as "VMware by Broadcom" since the $69 billion acquisition closed on 22 November 2023, hires data analysts and data scientists through a recruiter screen, technical interviews covering SQL, Python and statistics, and a panel or team round assessing culture fit. Genuine India-specific, data-role interview detail is thin: most of what we found blends with VMware's general technical-hiring process, and Glassdoor and AmbitionBox both blocked direct access during this research, so several details below come from search-indexed summaries rather than pages we read in full.

About VMware

VMware builds cloud and virtualization infrastructure software, vSphere, NSX and VMware Cloud Foundation among its core products. Broadcom completed its $69 billion cash-and-stock acquisition of VMware on 22 November 2023, and the product family is now marketed as "VMware by Broadcom." (Broadcom Investor Relations; Broadcom News) VMware's India R&D and support operations are anchored by a Bangalore campus that VMware itself described, at the time of a multi-year $120 million investment, as seating up to 2,700 employees and second in size only to its Palo Alto headquarters; VMware also maintains a longstanding Pune office. (IT Voice) Since the acquisition, Broadcom has cut roughly 1,267 to 1,300 VMware jobs globally starting in January 2024, and later Glassdoor reviews describe continuing layoffs, which is relevant context for anyone evaluating a role there right now. (Business Today)

VMware's Interview Process

• Data Scientist loop: a recruiter call of about 30 minutes covering background, skills and motivation, followed by two technical interviews, the first a live coding session and the second focused on SQL and data manipulation plus your approach to data science problems, then one-on-one team interviews assessing collaboration and culture fit, spanning a few weeks overall. (InterviewQuery)

• Data Analyst loop: an HR phone screen on background and motivation, a technical interview by video covering SQL, Python and statistical concepts, and a dedicated SQL coding test. One candidate account describes this same shape, phone screen with HR, then a statistics theory and comprehension conversation with a team member, then a live SQL coding test, taking about 3 months end to end. (InterviewQuery)

• General VMware technical-hiring pattern (not confirmed as data-role specific, but the clearest first-person detail we found): a written test on the Hirepro platform, roughly 1.5 hours, split into a 15-minute aptitude section and a 30-minute, about 29-question technical MCQ section on data structures, algorithms, operating systems, networks, OOP and DBMS, followed by 3 technical interviews and 1 HR round. (GeeksforGeeks)

• Aggregate difficulty: Glassdoor-derived figures put VMware's interview experience at 3.02 out of 5 for difficulty with 61% of candidates reporting a positive experience, and a separate Indeed survey found most respondents called the difficulty "medium." We could not confirm whether the Glassdoor figure is specific to data roles or reflects VMware hiring company-wide.

What Candidates Report

• SQL questions that go beyond basic selects into ranking functions and aggregate operations, a recurring theme across data-scientist prep guides for this role.

• A "rapid-fire" question style, candidates report being moved quickly across a broad range of topics, statistics, machine learning and deep learning concepts, rather than one deep-dive subject.

• A live, collaborative coding format rather than a take-home assignment, with an expectation that you narrate your reasoning as you work rather than solving silently.

What We Could Not Verify

Glassdoor and AmbitionBox both returned access errors on direct fetch during this research, so the process and difficulty detail above comes from search-indexed summaries of those pages and from InterviewQuery's guides, which themselves rate-limited direct access, rather than from full pages we read ourselves. We found no India-specific data-scientist or data-analyst interview questions distinct from the general themes above; the most detailed first-person VMware interview accounts we located (GeeksforGeeks, on-campus placements) are for general software-engineering roles, not confirmed data or analytics positions. We also could not confirm whether the interview process itself has changed since the Broadcom acquisition; the sourced business changes, layoffs, the shift to subscription licensing, and the rebrand, are confirmed, but no source we found ties a specific interview-format change to the acquisition. A Glassdoor review describing "layoffs every quarter" for a Bengaluru engineer came to us only as a search-indexed snippet, not a page we read directly, and was for a general software-engineering role rather than a data position, so treat it as general job-security context rather than a confirmed detail about the data team specifically.

How to Prepare

• Drill SQL beyond basics: window and ranking functions and aggregate operations are flagged repeatedly across sources for this role.

• Practise explaining statistics and machine-learning concepts quickly and clearly, given the reported rapid-fire, broad-coverage question style.

• Rehearse live, narrated coding rather than only solving problems silently, since the reported format is collaborative, not take-home.

• Ask directly about team stability and roadmap under Broadcom's VMware Cloud Foundation strategy, given the confirmed post-acquisition layoffs; this is a fair question to raise in the process, not something to assume either way.