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GEICO interview notes, page 1 of 2

Large Enterprises

Screna has 14 GEICO interview write-ups. The most reported round is the technical phone screen (6).

14 interview notes · updated Jul 2026

GEICO·Software Engineer·Hiring Manager Screen

Apr 2026
Geico software engineer interview with a compensation motivation question that forced me to actually think through why I was there.
  • If your current company pays you more, why do you want to join us? And if this specific team or the level bump weren't on the table, would you still make the move?

“This one made me squirm a little.”

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GEICO·AI Engineer·Onsite - System Design / Architecture

Apr 2026
System design round at Geico for an AI Engineer role. The prompt was a video platform with search and recommendation, but the interviewer kept steering away from streaming and pushing hard on the ML/ranking side of things.
  • Design a video platform that supports search and personalized content recommendations based on user interests.

“I came in ready to talk about video ingestion, CDN, adaptive bitrate streaming, all that stuff.”

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GEICO·Software Engineer·Technical Phone Screen

Apr 2026
Interviewed for a software engineer role at Geico, and the only technical content I can pin down is a LeetCode problem. Not much to report beyond that.
  • Solve a LeetCode-style coding problem.

“The problem reference in the source was encoded in a way I couldn't fully decode, so I can't tell you exactly which one it was.”

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GEICO·Software Engineer·Onsite - System Design / Architecture

Apr 2026
System design round at Geico for a software engineer role. The whole thing was one long design question about building a temperature metrics pipeline, and they wanted you to cover basically everything end to end.
  • Design a system that ingests temperature readings from a large fleet of sensors at high throughput, stores them efficiently, supports range and aggregation queries, rolls up data across time windows, handles real-time threshold alerting, and scales fault-tolerantly.

“This was a beast of a question and I don't think I paced it well.”

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GEICO·Software Engineer·Onsite - Behavioral / Leadership

Apr 2026
Behavioral round at Geico for a software engineer role. Just one question but they really dug into it.
  • Tell me about a significant disagreement you had with a teammate, manager, or stakeholder. What was it about, how did you handle it, what trade-offs did you consider, and what was the result? Looking back, what would you change?

“This one has a lot of moving parts and I kind of underestimated that going in.”

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GEICO·Software Engineer·Onsite - System Design / Architecture

Apr 2026
Geico software engineer interview focused on a high write-throughput system design problem. Pretty lean on details but the core challenge was real enough to keep me busy for a while.
  • Design a system that can handle extremely high write throughput at scale.

“Jumped straight into queuing and async writes, which felt right, but I spent too long on the ingestion layer and barely touched replication strategy before time ran out.”

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GEICO·Software Engineer·Technical Phone Screen

Apr 2026
Geico SWE interview that was basically a deep dive into one string manipulation problem. They wanted more than just a working solution, they pushed on the reasoning behind the approach and the complexity tradeoffs, which I wasn't fully prepared for.
  • Given a string of digits, construct the largest possible palindromic number using some or all of those digits. The result cannot have leading zeros unless it's just '0' itself.

“Started with brute force because I figured they'd want to see my thinking.”

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GEICO·AI Engineer·Technical Phone Screen

May 2026
Interviewed for an AI Engineer role at Geico and got a coding round that wasn't really coding at all. It was more of a system design exercise around building a basic RAG pipeline from scratch, covering everything from embeddings to evaluation.
  • Design and implement a basic RAG (Retrieval-Augmented Generation) framework given a set of documents. Walk through your approach including embeddings, indexing, retrieval, prompting, and evaluation.

“I went in expecting a leetcode-style session and got hit with a full system design question instead.”

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GEICO·Software Engineer·Onsite - Behavioral / Leadership

May 2026
Behavioral round at Geico for a software engineer role. Just one question but they really dug into it, wanted specifics not just a story.
  • Tell me about the most impactful project you've worked on. Walk through the overall scope and goals, then get specific about what you personally owned, what decisions you drove, the measurable impact, and how your contribution was different from your teammates'.

“This question sounds straightforward until they start peeling it back.”

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GEICO·Software Engineer·Technical Phone Screen

May 2026
Two coding rounds at Geico for a software engineer role. Pretty standard stuff, LRU Cache came up and that was the main thing worth mentioning.
  • Implement an LRU Cache with get and put operations in O(1) time.

“Classic problem but I still fumbled the eviction logic for a second.”

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