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XpressBees Interview Preparation

Medium-Hard

Logistics / Supply Chain · Pune

XpressBees is a Logistics / Supply Chain company headquartered in Pune, Maharashtra, hiring interns and freshers across India.

280+ questions4 rounds5 expert tipshttps://www.xpressbees.com/

About XpressBees

**XpressBees — company profile** XpressBees, legally Busybees Logistics Solutions Private Limited, is an Indian logistics and supply chain company headquartered in Pune, Maharashtra. It was established in 2015 as a spin-off from FirstCry, the e-commerce platform co-founded by Amitava Saha and Supam Maheshwari; Amitava Saha leads XpressBees. The company describes itself as one of India's fastest-growing express logistics service providers, catering to end-to-end supply chain solutions across four business lines — B2B Xpress, B2C Xpress, Cross-border and 3PL (Third Party Logistics) — with a stated focus on speed, accuracy and scalability. Its operations include parcel delivery, reverse logistics, warehousing and cross-border shipping, serving e-commerce and enterprise clients. XpressBees's Pune office is located at B1, Cerebrum IT Park, Kalyani Nagar, Pune, Maharashtra (phone +91 20 4911 6100), and the company has approximately 10,000 total employees across its offices. As of March 2025, XpressBees stated that it operated about 4,500 service centres and 250 hubs and engaged more than 28,000 delivery partners. The company became a unicorn in February 2022 after raising $300 million in a Series F round — $100 million primary and $200 million secondary — from Blackstone, TPG and ChrysCapital, more than tripling its valuation to $1.2 billion. In November 2023 Ontario Teachers' Pension Plan backed the company in an $80 million funding round, acquiring a stake at approximately a $1.4 billion valuation. XpressBees has raised a total of roughly $356 million across nine rounds from 34 investors. Founder Amitava Saha has publicly discussed convergence in the logistics industry and the company's path to an IPO. **Industry:** Logistics / Supply Chain **Headquarters:** Pune, Maharashtra, India **Official website:** https://www.xpressbees.com/ **Why work here as a fresher** XpressBees is the kind of company where early-career talent is given real scope rather than busywork. Interns and freshers are placed on live problems, paired with experienced mentors, and reviewed on the same quality bar as everyone else. That combination — real ownership plus real feedback — is what turns a first role into a genuine career head start. **Culture** Expect a fast-paced, outcome-oriented environment with flat communication, short feedback loops and a strong bias for action. Teams are small enough that your contribution is visible and large enough that you learn from people who have already solved the problem you are facing. Learning, curiosity and honest debate are valued over hierarchy. **Growth & hiring** XpressBees hires internships across engineering, data, product, design, marketing, finance and operations, and a meaningful share of its early-career hires convert to full-time offers. All openings are published on the company's official careers page, and applications for this role are submitted directly to XpressBees there — no middlemen, no aggregators. Visit the official website link below to explore XpressBees's products, leadership, newsroom and full list of current openings.

Interview Rounds4

1
Online Assessment60–90 min

2–3 DSA coding problems on HackerRank, CodeSignal, or company platform

2
Technical Interview I45–60 min

Data structures & algorithms — arrays, trees, graphs, dynamic programming

3
Technical Interview II45–60 min

System design or low-level design — scalability, APIs, databases

4
HR / Culture Round30 min

Career goals, teamwork, strengths/weaknesses, role expectations

Practice Questions10

Key Topics

  • Data Structures & Algorithms150q
  • System Design50q
  • Object-Oriented Design40q
  • SQL & Databases25q
  • CS Fundamentals (OS, Networking)25q

Expert Tips

  • Practice LeetCode easy and medium problems before the OA — focus on arrays, strings, trees, and graphs.
  • For system design, use the RESHADED framework: Requirements, Estimation, Storage, High-level design, APIs, Detailed design, Evaluation.
  • Prepare 3–4 STAR stories covering: a challenge you solved, a time you worked in a team, a project you owned end-to-end.
  • After every coding solution, proactively state the time and space complexity — interviewers expect it.
  • Study common CS fundamentals: process vs thread, TCP vs UDP, REST vs GraphQL, SQL indexing, CAP theorem.