Type · Data Structures & Algorithms

Growth · Software Engineer Interview Guide
Applies via AshbyHow to Pass the Elliptic Software Engineer Interview in 2026
The Elliptic DNA (TL;DR)
The Elliptic 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 Elliptic interview outcomes, avoid these common traps:
- Inefficient traversal of transaction history, leading to poor performance.
- Inefficiently iterating through the entire dataset for each query.
- Blaming the other party or portraying them negatively.
- Not explaining their strategy for understanding the codebase (e.g., reading docs, using debuggers, talking to colleagues).
Test Yourself: Real Elliptic Questions
Three real prompts pulled from our database.
Type · Past Experience
Type · Conflict Resolution
+ many more questions, signals, and worked examples
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Elliptic Interview Question Bank
A sample from our database, grouped by round. Sign up to see the full set.
9 of 23 questions shown
Recruiter Screen
1- 1
Type · Motivation
Why are you interested in working at Elliptic specifically, and what excites you about our mission in the cryptocurrency compliance and risk management space?
Coding Screen
3- 2
Type · Data Structures & Algorithms
Given a stream of cryptocurrency transaction hashes, design an algorithm to detect potential money laundering patterns in near real-time. You can assume a simplified definition of a pattern (e.g., a transaction originating from a known illicit address and quickly moving funds to multiple new addresses). - 3
Type · Data Structures & Algorithms
Implement a function to calculate the 'risk score' for a given cryptocurrency address based on its transaction history. The score could be a simplified function of factors like the number of incoming/outgoing transactions, the age of the address, and the number of hops to known high-risk entities. - + 1 more questions in this round (sign up to unlock)
System Design
4- 4
Type · System Design
Design a system to track and analyze the flow of funds across multiple blockchains (e.g., Bitcoin, Ethereum, TRON) to identify illicit activities. Consider data ingestion, processing, storage, and alerting. - 5
Type · System Design
How would you design a system to provide real-time risk scoring for cryptocurrency transactions as they are broadcast? Discuss the trade-offs between latency, accuracy, and cost. - + 2 more questions in this round (sign up to unlock)
Onsite Coding
3- 6
Type · Algorithms & Debugging
You are given a large dataset of cryptocurrency transactions, represented as a list of tuples `(sender_address, receiver_address, amount, timestamp)`. Write a function to find all addresses that received funds from more than N distinct senders within a given time window T. Optimize for performance. - 7
Type · Code Clarity & Edge Cases
Refactor the following Python code snippet, which attempts to calculate the total value transferred between two specific addresses, to improve its readability, efficiency, and robustness. Pay attention to potential errors and edge cases. - + 1 more questions in this round (sign up to unlock)
Behavioral / Leadership
12- 8
Type · Conflict Resolution
Tell me about a time you had a significant disagreement with a cross-functional team member (e.g., engineer, designer, sales) about a product decision. How did you approach it, and what was the outcome? - 9
Type · Influence
Tell me about a time you had to influence stakeholders (e.g., senior leadership, other teams) who were initially resistant to your idea or proposal. How did you gain their buy-in? - + 10 more questions in this round (sign up to unlock)
Unlock the full Elliptic question bank
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Interview tracks at Elliptic
How Elliptic's DNA translates across functions. Pick your role.
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Practice Elliptic interviews end-to-end
Elliptic Mock Interview
Run a live mock interview with our AI interviewer using Elliptic-style prompts. Get scored on structure, signal, and answer length — exactly how the real loop grades you.
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STAR Stories for Elliptic Behavioral Rounds
Build a Story Bank of your past wins, mapped to the leadership signals Elliptic interviewers grade on. Reuse them across every behavioral round.
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Elliptic Interview Prep Hub
The frameworks behind every Elliptic 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 Elliptic interviewers nod instead of frown. Step-by-step playbooks with the moves and the pitfalls.
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