The Senior Software Engineer (L4) interview process at Criteo is designed to assess a candidate's technical expertise, problem-solving abilities, system design skills, and cultural fit. It typically involves multiple rounds, including technical interviews, a system design interview, and a behavioral/managerial interview. The process aims to identify individuals who can contribute significantly to complex projects, mentor junior engineers, and uphold Criteo's engineering standards.
Rounds·3
Timeline·~14d
Experience·4 - 10 yrs
Comp band·US$110000 - US$150000
Interview time·150 min
Evaluation
What they measure.
Problem-solving skills
Algorithmic thinking
Coding proficiency and best practices
Data structures knowledge
System design capabilities
Scalability and performance considerations
Communication skills
Teamwork and collaboration
Cultural fit and alignment with Criteo values
Ability to design robust and scalable systems
Understanding of trade-offs in system design
Knowledge of distributed systems principles
Experience with relevant technologies (databases, messaging queues, caching)
02Practice coding problems regularly, focusing on efficiency and clarity.
03Study system design principles and common architectural patterns.
04Prepare specific examples from your past experience to answer behavioral questions using the STAR method (Situation, Task, Action, Result).
05Research Criteo's products, services, and company culture.
06Understand the technologies commonly used at Criteo (e.g., Java, Python, Scala, distributed systems, cloud platforms).
07Prepare thoughtful questions to ask the interviewer about the role, team, and company.
Study plan
Fig · Study plan — 04 phases
01 / 04
01
Phase 01 of 04
Data Structures and Algorithms Fundamentals
Weeks 1-2: Data Structures & Algorithms (Medium LeetCode).
Weeks 1-2: Focus on core data structures (Arrays, Linked Lists, Trees, Graphs, Hash Tables) and algorithms (Sorting, Searching, Dynamic Programming, Graph Traversal). Practice implementing these efficiently and analyze their time/space complexity. Solve LeetCode problems tagged 'Medium'.
02
Phase 02 of 04
System Design
Weeks 3-4: System Design Principles & Practice.
Weeks 3-4: Deep dive into system design concepts. Study topics like load balancing, caching, database scaling (sharding, replication), message queues, microservices architecture, and API design. Review common system design interview questions and practice designing systems like Twitter feed, URL shortener, etc.
03
Phase 03 of 04
Behavioral and Cultural Fit
Week 5: Behavioral Preparation (STAR Method) & Company Research.
Week 5: Prepare for behavioral questions. Reflect on your past projects and experiences, identifying examples that showcase leadership, teamwork, problem-solving, and conflict resolution. Structure these using the STAR method. Research Criteo's values and prepare to articulate how you align with them.
04
Phase 04 of 04
Final Preparation
Week 6: Mock Interviews & Final Review.
Week 6: Mock interviews, focusing on both technical and behavioral aspects. Refine your explanations and practice articulating your thought process clearly. Review any weak areas identified during practice.
Questions
Commonly asked.
Describe a time you had to deal with a difficult stakeholder. How did you handle it?
How would you design a system to handle real-time bidding in advertising?
What are the trade-offs between monolithic and microservices architectures?
Write a function to find the k-th largest element in an unsorted array.
Explain the concept of eventual consistency.
Tell me about a project you are particularly proud of and your role in it.
How do you approach debugging a complex distributed system?
Design an API for a simple e-commerce product catalog.
What strategies do you use to ensure code quality and maintainability?
How do you stay updated with new technologies and industry trends?
Locations
Regional differences.
Fig · Regions — 02 locations
01 / 02
Location
Paris
Interview focus
Strong emphasis on practical problem-solving and coding proficiency.System design questions often relate to Criteo's ad-tech domain.Behavioral questions focus on collaboration and impact within a team.
Common questions
How would you design a URL shortener service?
Discuss a challenging technical problem you solved recently.
Explain the trade-offs between SQL and NoSQL databases.
How do you handle concurrency in your applications?
Describe your experience with cloud platforms (AWS, GCP, Azure).
Tips
Familiarize yourself with Criteo's core business and technologies.
Practice coding problems on platforms like LeetCode, focusing on medium to hard difficulty.
Prepare detailed examples for behavioral questions using the STAR method.
Research common system design patterns and be ready to discuss trade-offs.
Location
New York
Interview focus
Greater emphasis on distributed systems and scalability.System design questions may be more abstract and theoretical.Behavioral questions might explore leadership potential and cross-functional collaboration.
Common questions
Design a distributed caching system.
How would you scale a social media feed?
Explain the CAP theorem and its implications.
What are the principles of RESTful API design?
Describe your experience with microservices architecture.
Tips
Deep dive into distributed systems concepts and algorithms.
Be prepared to whiteboard complex system designs.
Highlight experiences with large-scale data processing and real-time systems.
Understand Criteo's global presence and how that impacts engineering decisions.
Rounds
Round-by-round.
Expand a step for evaluation criteria, sample questions, and prep notes.
This initial technical round focuses on assessing your core programming skills and problem-solving abilities. You will be asked to solve one or two coding problems, typically involving data structures and algorithms. The interviewer will evaluate how you approach the problem, your thought process, the efficiency of your solution, and the clarity of your code. Expect to write code in a shared editor or on a whiteboard.
What they look for
Logical thinkingAbility to translate requirements into codeUnderstanding of fundamental CS conceptsClean and efficient coding style
Evaluation
Problem-solving approach
Correctness of the solution
Code efficiency (time and space complexity)
Code readability and maintainability
Communication of thought process
Sample questions
Given a binary tree, invert the tree.
Data StructuresRecursionTree
Find the first non-repeating character in a string.
StringsHash TableArrays
Implement a function to check if a linked list has a cycle.
Linked ListPointersAlgorithms
Prep for this round
01Practice coding problems on platforms like LeetCode, HackerRank, or Coderbyte.
02Focus on understanding the time and space complexity of your solutions.
03Be prepared to explain your approach before you start coding.
04Practice thinking out loud as you solve problems.
Common rejection reasons
×Inability to articulate thought process clearly.
×Poor coding practices (e.g., inefficient code, lack of error handling).
×Fundamental misunderstanding of data structures or algorithms.
×Difficulty in solving even basic coding problems.
Hard
System Design Interview · 60 min · Senior Software Engineer / Architect
This round assesses your ability to design complex, scalable, and reliable systems. You'll be given an open-ended problem (e.g., design a service like Twitter, a URL shortener, or a notification system) and expected to discuss various aspects, including data modeling, API design, component interactions, scalability strategies, and potential bottlenecks. The focus is on your thought process, trade-off analysis, and ability to handle ambiguity.
What they look for
Architectural thinkingExperience with large-scale systemsAbility to break down complex problemsKnowledge of various system components (databases, caches, queues)Pragmatic approach to design
Evaluation
Ability to design scalable and reliable systems
Understanding of distributed systems concepts
Consideration of trade-offs
Clarity of design and communication
Handling of edge cases and failure scenarios
Sample questions
Design a distributed key-value store.
System DesignDistributed SystemsDatabases
Design a rate limiter for an API.
System DesignAPIsAlgorithms
Design a system to count unique visitors to a website in real-time.
System DesignBig DataScalability
Prep for this round
01Study common system design patterns and architectures.
02Practice designing systems for scale and reliability.
03Be prepared to discuss trade-offs between different approaches.
04Think about data storage, caching, load balancing, and fault tolerance.
05Ask clarifying questions to define the scope and requirements.
Common rejection reasons
×Lack of depth in system design knowledge.
×Inability to handle ambiguity in requirements.
×Poor consideration of trade-offs (scalability, reliability, cost).
×Not asking clarifying questions.
×Focusing too much on implementation details too early.
Med
Behavioral / Managerial Interview · 45 min · Hiring Manager / Senior Team Member
This round focuses on your behavioral competencies, teamwork abilities, and overall fit with Criteo's culture. You'll be asked questions about your past experiences, how you handle challenges, work with others, and your career aspirations. The interviewer aims to understand your working style, your ability to collaborate, and how you might contribute to the team and company.
What they look for
Team player attitudeCommunication clarityOwnership and accountabilityGrowth mindsetCultural alignment
Evaluation
Collaboration and teamwork skills
Problem-solving approach in team settings
Leadership potential
Adaptability and learning agility
Alignment with Criteo's culture and values
Sample questions
Tell me about a time you disagreed with a teammate. How did you resolve it?
BehavioralTeamworkConflict Resolution
Describe a situation where you had to learn a new technology quickly.
BehavioralLearningAdaptability
How do you prioritize your work when you have multiple competing deadlines?
BehavioralTime ManagementPrioritization
Prep for this round
01Prepare specific examples using the STAR method for common behavioral questions.
02Reflect on your strengths and weaknesses.
03Think about your motivations for joining Criteo.
04Be ready to discuss your career goals and how this role fits into them.
05Show enthusiasm and genuine interest in the company and the role.