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Growth · Software Engineer Interview Guide

Applies via Ashby

How to Pass the Lucis Software Engineer Interview in 2026

The Lucis DNA (TL;DR)

Lucis values candidates who demonstrate strong problem-solving skills, a collaborative mindset, and a clear understanding of how their work impacts customer success and product growth. They look for practical experience and a proactive approach to challenges.

The Lucis Interview Loop

Your onsite loop will typically consist of 5 rounds.

  1. 1

    Round 1

    Recruiter Screen
    Motivation, role fit, logistics.
  2. 2

    Round 2

    Coding Screen
    LeetCode-medium algorithmic problems under time pressure.
  3. 3

    Round 3

    System Design
    Distributed systems, trade-offs at scale, architecture under constraints.
  4. 4

    Round 4

    Onsite Coding
    LeetCode-hard, debugging, code clarity, edge cases.
  5. 5

    Round 5

    Behavioral / Leadership
    Past evidence of ownership, influence, resolving conflict.

The Danger Zone: Top Reasons Candidates Fail

Based on our database of Lucis interview outcomes, avoid these common traps:

  • Not providing specific examples of communication or negotiation tactics used.
  • Incorrect date calculations, leading to off-by-one errors in the 30-day window.
  • Poor error handling for the hypothetical database calls.
  • Not demonstrating an understanding of what 'growth' means in a SaaS context.

Test Yourself: Real Lucis Questions

Three real prompts pulled from our database.

Type · Behavioral

Tell me about a time you disagreed with a teammate or manager on a technical approach. How did you handle the disagreement, and what was the outcome?

Type · Ownership

Tell me about a time you took initiative to solve a problem that wasn't explicitly part of your job description. What was the situation, and what did you do?

Type · Algorithmic

Implement a function that takes a list of user IDs and their associated subscription start dates, and returns a list of user IDs whose subscriptions are expiring within the next 30 days. Assume the current date is known.

+ many more questions, signals, and worked examples

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Lucis Interview Question Bank

A sample from our database, grouped by round. Sign up to see the full set.

9 of 20 questions shown

1

Recruiter Screen

1
  1. 1

    Type · Motivation

    What interests you about working at Lucis, specifically within our SaaS product focused on growth?
2

Coding Screen

3
  1. 2

    Type · Algorithmic

    Given a stream of user events (e.g., 'page_view', 'click', 'purchase') with timestamps, design an algorithm to calculate the 7-day rolling window count of unique users who performed a 'purchase' event. Assume events are not necessarily ordered.
  2. 3

    Type · Algorithmic

    Implement a function that takes a list of user IDs and their associated subscription start dates, and returns a list of user IDs whose subscriptions are expiring within the next 30 days. Assume the current date is known.
  3. + 1 more questions in this round (sign up to unlock)
3

System Design

3
  1. 4

    Type · System Design

    Design a system to track and display the real-time 'active users' count for Lucis's main dashboard. Consider scalability for millions of users and potential spikes in traffic.
  2. 5

    Type · System Design

    How would you design a rate limiter for API requests to Lucis's backend services to prevent abuse and ensure fair usage? Discuss trade-offs between different algorithms (e.g., token bucket, leaky bucket, fixed window).
  3. + 1 more questions in this round (sign up to unlock)
4

Onsite Coding

3
  1. 6

    Type · Coding

    Write a function `getUserActivitySummary(userId, startDate, endDate)` that queries a hypothetical database (assume functions like `db.getEvents(userId, startDate, endDate)` exist) and returns a JSON object summarizing user activity. The summary should include total events, unique event types, and the most frequent event type within the given date range. Handle potential database errors gracefully.
  2. 7

    Type · Coding

    Implement a function to efficiently find all users whose subscription renewal date falls within a given month and year. Assume subscription data is stored in a list of objects, each with `userId` and `renewalDate` (as a Date object).
  3. + 1 more questions in this round (sign up to unlock)
5

Behavioral / Leadership

10
  1. 8

    Type · Past Experience

    Tell me about a time you had to influence a cross-functional team (e.g., engineering, marketing, sales) to adopt your product vision or strategy when they had different priorities.
  2. 9

    Type · Ownership

    Tell me about a time you took initiative to solve a problem that wasn't explicitly part of your job description. What was the situation, and what did you do?
  3. + 8 more questions in this round (sign up to unlock)

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Interview tracks at Lucis

How Lucis's DNA translates across functions. Pick your role.

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