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Octane Interview Questions
& Process

Real candidates share what happened, how many rounds they had,
and how the experience turned out.

Based on 23 interview experiences · FREE TO READ

2.8 Rounds average
Average Typical difficulty
56.5% Positive experience

Which role are you interviewing for?

11 roles · 23 reports

Candidate interview experiences

First-hand accounts from people who interviewed at Octane.

Showing 4 of 23
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Octane

IT Infrastructure Engineer

Engineering · nearly a year ago

Senior Average Negative experience No offer 6 rounds
Interview process
Recruiter call Phone screen Take home Technical screen Onsite Panel Group
Interview formats
Technical Coding Presentation Behavioral

I went through six rounds of interviews, plus a take-home scripting project. The first two rounds were good, but as the process went on, it got really frustrating and disorganized. Later interviewers, even senior folks, asked stuff that seemed unrelated to the role and sometimes they weren't clear on things. Like, I talked about ESXi and VMware, and then got asked random questions about CPU architecture instead of virtualization. And when talking about network segregation, they said VLANs weren't needed and subnets alone were enough, which isn't best practice for on-prem with physical firewalls. Then, for SAML SSO, they wanted to know the deep backend workings and internal architecture, which felt unreasonable for this role, like you'd only need that if you were building SAML itself. Overall, the interviews became unrealistic, inconsistent, and a waste of time. It would be better with clearer role expectations, more relevant tech talks, and better interviewer alignment.

Confirmed questions3 questions
  • Can you give an idea of how you designed on-prem networks?
  • Can you explain how SAML works at the backend?
  • Can you explain how SAML is architected internally?
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Octane

Product Manager

Product · more than a year ago

Mid Average Negative experience No offer 4 rounds
Interview process
Recruiter call Phone screen Technical screen
Interview formats
Behavioral Case Technical

The interview process was pretty fast once we connected. Although the position was backfilled, it took them about a month to get back to me. It was basically two main steps: First, a recruiter screen and a hiring manager chat back-to-back. Then, a final round that included the recruiter and HR, followed by the engineering manager, then an engineer, and finally two product directors. In total, it was about 4.5 hours of interviews. For anyone concerned about DEI at Octane, it's something to consider here, more so than elsewhere. Looking at their leadership structure will give you an idea why.

Confirmed questions2 questions
  • Can you describe a real business or logistics problem we're dealing with and suggest how you'd solve it?
  • Given a complex business challenge that has stumped several teams for months, can you devise several potential solutions within about 30 minutes?
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Octane

Software Engineer

Engineering

Mid Average Positive experience Decline offer 4 rounds
Interview process
Technical screen Recruiter call Technical screen Onsite
Interview formats
Coding Behavioral Technical

The job was for a software engineer role with a focus on data engineering. Initially, I had three interviews: a live coding session using Python (one question), an HR/culture-fit interview, and a SQL test with several short questions. I had the choice to do them all in one day or spread them out. After those, I had an unexpected but welcome additional interview with the hiring manager, which gave me more time to discuss the role and my background with another team member. The whole process was very efficient and quick, which I really appreciated. The team was very communicative throughout and made me feel extremely welcome. I thought they were all highly competent and would be great colleagues. I'd definitely recommend applying here based on my experience. I ended up declining the offer because I got a better one, but I would't have hesitated to accept this one if it was my only option. It was tough to choose because they made such a strong positive impression. There was a bit of a red flag, though, with inconsistent information about location-based pay. The HR manager mentioned a *specific* salary increase if I moved to New York, which I'd indicated I planned to do. But when I tried to negotiate to match my other offer, I was told the location-based increase was actually performance-based after moving, and nothing was in writing. Given I'd be moving in less than 1.5 months, I wasn't sure how performance could be assessed so quickly. Plus, I'm confused why one person gave an *exact* figure and a senior person said it was performance-based with no exact number. Even so, the offer was still good, and I would have been happy with it if my other offer hadn't been higher. If you're planning to move to New York, I'd suggest being super clear about your moving timeline to ensure it's discussed properly. In my case, I was going to sign a lease within 3-4 weeks of accepting, and I didn't make that clear enough, which affected the offer (lowered it since I wasn't there yet). Another company offering 'New York pay' beat it by over 15%.

Confirmed questions2 questions
  • Be ready to demonstrate your SQL skills.
  • You'll need to solve a coding problem similar to LeetCode's easy to medium difficulty level using Python, and it's not considered a 'tricky' question.
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Octane

VP Data Science

Analytics

Executive Difficult Positive experience No offer 5 rounds
Interview process
Recruiter call Technical screen Technical screen Technical screen Technical screen Onsite
Interview formats
Coding Technical Behavioral Case

VP Talent reached out, remembering me from 10 years ago for a different company. First interview with the hiring SVP, then two interviews focused on coding, basic data science, and business analysis. After that, two more interviews on data science and business strategy. Finally, I interviewed again with the hiring manager and the CRO. The interviews heavily emphasized coding and modern data science principles. While not overly difficult, the questions were very specific, and pseudocode was acceptable, though Python was strongly preferred.

Confirmed questions1 question
  • Could you demonstrate how you would code a solution for a problem that is understandable but has not been encountered before?

Octane Interview Questions

Quoted word for word from Octane interview reports.

What crucial elements should be considered when pricing a loan product?

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Which metric do you prefer for assessing model performance?

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Could you differentiate the risks associated with various lending products?

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Can you design a system that allows customers to upload loan approval documents and lenders to access them?

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Formats, difficulty and experience

Across all 23 Octane interview reports.

Interview formats

Behavioral 32.8%
Technical 31.1%
Coding 14.8%
Case 11.5%
Other 4.9%

Interview difficulty

Easy 30.4%
Average 65.2%
Difficult 4.3%

Candidate experience

Positive 56.5%
Neutral 17.4%
Negative 26.1%

Reports by job function

Analytics 7
Engineering 6
Finance 4
Product 2
HR 1
Marketing 1