# Associate Software Engineer
**Role:** Software Engineer · **Level:** L2
**Company:** [LiveRamp](https://scaleengineer.com/companies/liveramp)
**Difficulty:** Medium
**Salary:** US$90000 - US$120000
**Experience:** 1 - 3
**Timeline:** ~7 days
The Associate Software Engineer (L2) interview at LiveRamp is designed to assess a candidate's foundational software engineering skills, problem-solving abilities, and cultural fit within the company. The process typically involves multiple rounds, including HR screening, technical interviews focusing on data structures, algorithms, and coding, and a final round with a hiring manager to evaluate overall fit and career aspirations.
Canonical: https://scaleengineer.com/interviews/liveramp/l2-software-engineer
---
## Overall evaluation

- Technical Skills
- Problem Solving & Analytical Skills
- Behavioral & Cultural Fit

## Questions asked

- Write a function to reverse a linked list.
- Given an array of integers, find the two numbers that add up to a specific target.
- Explain the difference between a process and a thread.
- Describe a situation where you had to deal with a difficult stakeholder.
- How would you design a URL shortening service?
- What are the principles of RESTful API design?
- Tell me about a time you failed and what you learned from it.

## Preparation tips

### lists

- Review fundamental data structures and algorithms (arrays, linked lists, trees, graphs, sorting, searching).
- Practice coding problems on platforms like LeetCode, HackerRank, or similar.
- Understand object-oriented programming (OOP) principles.
- Brush up on your knowledge of operating systems, databases, and networking basics.
- Prepare examples for common behavioral questions using the STAR method (Situation, Task, Action, Result).
- Research LiveRamp's products, mission, and values.
- Be ready to discuss your past projects and technical contributions in detail.

### studyPlan

- {"title":"Data Structures","longDescription":"Weeks 1-2: Focus on Data Structures (Arrays, Linked Lists, Stacks, Queues, Trees, Graphs, Hash Tables) and their common operations and time complexities. Practice implementing these structures and solving problems related to them.","shortDescription":"Weeks 1-2: Data Structures & Implementation. Cover Arrays, Linked Lists, Trees, Graphs, Hash Tables."}
- {"title":"Algorithms","longDescription":"Weeks 3-4: Concentrate on Algorithms (Sorting, Searching, Recursion, Dynamic Programming, Greedy Algorithms). Understand the logic behind each algorithm and analyze their time and space complexity. Solve problems that require applying these algorithms.","shortDescription":"Weeks 3-4: Algorithms & Complexity. Focus on Sorting, Searching, Recursion, DP, Greedy."}
- {"title":"Object-Oriented Programming","longDescription":"Week 5: Review Object-Oriented Programming (OOP) concepts (Encapsulation, Inheritance, Polymorphism, Abstraction) and design patterns. Practice coding exercises that demonstrate your understanding of OOP principles.","shortDescription":"Week 5: OOP Concepts & Design Patterns. Practice coding examples."}
- {"title":"Behavioral Preparation","longDescription":"Week 6: Prepare for behavioral questions. Think about specific examples from your past experiences that showcase your skills in teamwork, problem-solving, communication, and handling challenges. Use the STAR method to structure your answers.","shortDescription":"Week 6: Behavioral Preparation. Use STAR method for examples."}
- {"title":"Company Research & Final Review","longDescription":"Week 7: Research LiveRamp, its products, and its company culture. Prepare questions to ask the interviewer about the role, team, and company. Do a final review of all technical and behavioral topics.","shortDescription":"Week 7: Company Research & Final Review. Prepare questions."}

## Location differences

- {"location":"Remote","differences":{"tips":["Research common tech stacks used in this region.","Be prepared to discuss your experience working with diverse teams.","Highlight any experience with local regulations or compliance if applicable."],"interviewFocus":["Adaptability to different work styles.","Collaboration within a global team.","Understanding of local market trends."],"commonQuestions":["Tell me about a challenging project you worked on.","How do you handle conflicting priorities?","Describe a time you had to learn a new technology quickly."]}}
- {"location":"San Francisco","differences":{"tips":["Be ready to discuss specific examples of system design challenges.","Familiarize yourself with common cloud technologies (AWS, GCP, Azure).","Showcase your ability to contribute to a fast-paced, innovative environment."],"interviewFocus":["Deep understanding of system design principles.","Experience with scaling applications.","Proactive problem-solving and ownership."],"commonQuestions":["What are your thoughts on the current tech landscape in San Francisco?","How do you approach mentoring junior engineers?","Describe a time you disagreed with a technical decision and how you handled it."]}}

## Round 1: HR Screening
**Type:** HR Screening · **Difficulty:** Easy · **Duration:** 30 min
Initial screening to assess cultural fit and basic qualifications.
This initial round is conducted by an HR representative or recruiter to assess your overall fit with LiveRamp's culture and values, understand your career aspirations, and confirm basic qualifications. They will ask about your background, motivation for applying, and salary expectations. It's also an opportunity for you to learn more about the company and the role.
**Interviewers look for:** Communication skills.; Basic technical aptitude.; Cultural alignment.
**Evaluation criteria:** Basic understanding of programming concepts.; Ability to communicate clearly.; Enthusiasm for the role and company.
**Common rejection reasons:** Lack of basic coding proficiency.; Inability to explain thought process.; Poor communication skills.
## Questions

- Tell me about yourself.
- Why are you interested in LiveRamp?
- What are your salary expectations?
- What are your strengths and weaknesses?

## Preparation tips

- Research LiveRamp's mission, values, and recent news.
- Prepare to talk about your career goals and why you're interested in this specific role.
- Be ready to discuss your resume and highlight relevant experiences.
- Prepare questions to ask the interviewer about the company culture, team, or role.

## Round 2: Technical Coding Interview
**Type:** Data Structures and Algorithms Interview · **Difficulty:** Medium · **Duration:** 60 min
Coding challenge focused on data structures and algorithms.
This is a technical interview focused on data structures and algorithms. You will be asked to solve coding problems, typically on a shared online editor. The interviewer will assess your ability to analyze problems, choose appropriate data structures and algorithms, implement solutions, and discuss their efficiency. Expect questions on arrays, strings, linked lists, trees, graphs, sorting, and searching.
**Interviewers look for:** Strong understanding of data structures and algorithms.; Ability to write clean, efficient, and bug-free code.; Logical thinking and problem-solving skills.; Ability to communicate technical concepts clearly.
**Evaluation criteria:** Correctness of the code.; Efficiency of the algorithm (time and space complexity).; Code readability and maintainability.; Problem-solving approach and ability to articulate it.; Handling of edge cases.
**Common rejection reasons:** Incorrect or inefficient algorithm implementation.; Inability to explain the time/space complexity of the solution.; Code contains bugs or does not handle edge cases.; Difficulty translating a problem into code.
## Questions

- Given an array of integers, return indices of the two numbers such that they add up to a specific target.
- Implement a function to check if a binary tree is a Binary Search Tree (BST).
- Find the kth smallest element in a sorted matrix.
- Reverse a string in place.

## Preparation tips

- Practice coding problems on platforms like LeetCode, focusing on 'Easy' and 'Medium' difficulty.
- Understand the time and space complexity of your solutions.
- Be prepared to explain your thought process step-by-step.
- Practice writing code on a whiteboard or a simple text editor to simulate interview conditions.
- Review common algorithms and data structures thoroughly.

## Round 3: System Design Interview
**Type:** System Design Interview · **Difficulty:** Medium · **Duration:** 60 min
Assess system design capabilities and architectural thinking.
This round assesses your ability to design software systems. You'll be given a high-level problem (e.g., design a URL shortener, design Twitter's feed) and asked to propose a solution. The focus is on understanding requirements, identifying components, discussing trade-offs, and considering aspects like scalability, availability, and performance. While deep dives into specific technologies might not be required, a solid understanding of architectural patterns is expected.
**Interviewers look for:** Understanding of distributed systems concepts.; Ability to think about system architecture at a high level.; Experience with databases, caching, and messaging queues.; Pragmatic approach to problem-solving.
**Evaluation criteria:** Ability to design scalable and reliable systems.; Understanding of trade-offs in design decisions.; Knowledge of common system components (databases, caches, load balancers).; Ability to communicate complex technical ideas clearly.; Problem decomposition and abstraction skills.
**Common rejection reasons:** Lack of understanding of system design principles.; Inability to break down a complex problem into smaller components.; Poor consideration of scalability, reliability, and trade-offs.; Difficulty communicating design choices.
## Questions

- Design a URL shortening service like bit.ly.
- Design the Twitter feed system.
- How would you design a rate limiter?

## Preparation tips

- Study common system design concepts (load balancing, caching, databases, APIs, microservices).
- Review popular system design interview questions and their solutions.
- Practice drawing system architecture diagrams.
- Think about scalability, reliability, and performance considerations for different components.
- Understand the trade-offs associated with different design choices.

## Round 4: Hiring Manager Interview
**Type:** Managerial / Behavioral Interview · **Difficulty:** Medium · **Duration:** 45 min
Behavioral and team fit assessment with the hiring manager.
In this final round, you'll meet with the hiring manager for the team you're applying to. This interview focuses on behavioral aspects, your past experiences, and how you would fit into the team dynamics. The manager will likely ask situational questions to understand how you approach work, handle conflicts, and collaborate. It's also your chance to ask in-depth questions about the team's projects, challenges, and culture.
**Interviewers look for:** How you handle challenges and collaborate with others.; Your understanding of the team's work and how you can contribute.; Your career aspirations and how they align with opportunities at LiveRamp.; Your ability to articulate past experiences effectively.
**Evaluation criteria:** Teamwork and collaboration skills.; Communication and interpersonal skills.; Problem-solving approach in real-world scenarios.; Motivation and alignment with team goals.; Cultural fit and potential for growth within the team.
**Common rejection reasons:** Poor alignment with team values or work style.; Lack of enthusiasm or engagement.; Unrealistic career expectations.; Failure to demonstrate problem-solving skills in practical scenarios.
## Questions

- Tell me about a time you had to work with a difficult team member.
- Describe a project you are particularly proud of and your role in it.
- How do you stay updated with new technologies?
- Where do you see yourself in 5 years?

## Preparation tips

- Prepare specific examples using the STAR method for behavioral questions.
- Think about how your skills and experience align with the team's needs.
- Research the team's projects or areas of focus if possible.
- Prepare thoughtful questions about the team's dynamics, projects, and challenges.
- Show enthusiasm and genuine interest in the role and the team.