Type · system-design

Growth · Software Engineer Interview Guide
Sign up to see ATSHow to Pass the Adikteev Software Engineer Interview in 2026
The Adikteev DNA (TL;DR)
The Adikteev Interview Loop
Your onsite loop will typically consist of 5 rounds.
- 1
Round 1
Recruiter ScreenMotivation, role fit, logistics. - 2
Round 2
Coding ScreenLeetCode-medium algorithmic problems under time pressure. - 3
Round 3
System DesignDistributed systems, trade-offs at scale, architecture under constraints. - 4
Round 4
Onsite CodingLeetCode-hard, debugging, code clarity, edge cases. - 5
Round 5
Behavioral / LeadershipPast evidence of ownership, influence, resolving conflict.
The Danger Zone: Top Reasons Candidates Fail
Based on our database of Adikteev interview outcomes, avoid these common traps:
- Blaming the other party without self-reflection.
- Not considering fault tolerance, caching strategies, or the scale of bid requests.
- Describing an escalation without attempting to resolve it directly.
- Not considering naming conventions, modularity, or error handling.
Test Yourself: Real Adikteev Questions
Three real prompts pulled from our database.
Type · past_experience
Type · algorithmic
+ many more questions, signals, and worked examples
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Adikteev Interview Question Bank
A sample from our database, grouped by round. Sign up to see the full set.
9 of 16 questions shown
Recruiter Screen
1- 1
Type · motivation
What interests you about Adikteev's mission in the advertising technology space, and how do you see your skills contributing to our growth?
Coding Screen
3- 2
Type · algorithmic
Given a stream of user events (e.g., 'view', 'click', 'purchase') with timestamps, design an algorithm to efficiently calculate the conversion rate for a specific campaign within a rolling 24-hour window. Assume events are processed in near real-time. - 3
Type · algorithmic
Implement a function that takes a list of ad impressions and their associated click-through events, and returns a list of unique user IDs who have clicked on at least one ad within a 1-hour session. A session is defined as consecutive events from the same user within 1 hour of each other. - + 1 more questions in this round (sign up to unlock)
System Design
3- 4
Type · system-design
Design a real-time bidding (RTB) system for ad impressions. Focus on the components responsible for receiving bid requests, querying available ads, and returning bids within strict latency constraints (e.g., <100ms). - 5
Type · system-design
Design a system to track and aggregate ad performance metrics (impressions, clicks, conversions) across millions of users and thousands of campaigns. How would you handle data ingestion, storage, and querying for analytics dashboards? - + 1 more questions in this round (sign up to unlock)
Onsite Coding
4- 6
Type · algorithmic
Implement a function to calculate the optimal bid price for an ad impression given a user's profile, the ad's historical performance, and a target ROI. This involves balancing predicted click-through rate (CTR) and conversion rate (CVR) against the cost. - 7
Type · debugging
A dashboard is showing incorrect conversion rates for a specific campaign. The backend logs show data is being ingested, but the aggregation logic seems flawed. Debug the provided code snippet (assume a simplified Python/SQL representation) to identify and fix the issue. - + 2 more questions in this round (sign up to unlock)
Behavioral / Leadership
5- 8
Type · past_experience
Describe a time you had to work with a complex, legacy codebase. What challenges did you face, and how did you approach understanding and improving it? - 9
Type · past_experience
Tell me about a time you disagreed with a technical decision made by your team or lead. How did you handle the situation, and what was the outcome? - + 3 more questions in this round (sign up to unlock)
Unlock the full Adikteev question bank
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Interview tracks at Adikteev
How Adikteev's DNA translates across functions. Pick your role.
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Practice Adikteev interviews end-to-end
Adikteev Mock Interview
Run a live mock interview with our AI interviewer using Adikteev-style prompts. Get scored on structure, signal, and answer length - exactly how the real loop grades you.
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STAR Stories for Adikteev Behavioral Rounds
Build a Story Bank of your past wins, mapped to the leadership signals Adikteev interviewers grade on. Reuse them across every behavioral round.
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Adikteev Interview Prep Hub
The frameworks behind every Adikteev round: CIRCLES for product sense, hypothesis-driven debugging for analytical, STAR for behavioral. Learn each one in 10 minutes.
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Interview Frameworks
CIRCLES, STAR, AARRR, RICE, MECE. The exact frameworks that make Adikteev interviewers nod instead of frown. Step-by-step playbooks with the moves and the pitfalls.
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