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Case Study

Case Study

Hiring two senior engineers for an AI lending platform

An AI-powered lending platform needed two genuinely senior engineers in a market where AI-written applications had erased the signal from paper and the business had no internal technical interviewer.

Engagement:

Ongoing retainer

Related article:

The hiring challenge

An AI-powered lending platform we work with on an ongoing retainer needed two senior engineers, in a market where AI-written applications have made every candidate look identical on paper and where the business had no internal technical interviewer.

An AI-powered lending platform we work with on an ongoing retainer needed two senior engineers, in a market where AI-written applications have made every candidate look identical on paper and where the business had no internal technical interviewer.

The usual hiring filters no longer provided useful signal. Every CV appeared polished and closely matched the role, while confidence and fluent system-design language could not reliably distinguish genuine senior experience from a rehearsed answer. Without someone technical inside the interview loop, the business risked judging candidates on rapport rather than engineering competence.

The process and outcome

We wrote the technical spec the recruiters worked from: the actual stack, what senior meant for these seats specifically, and the deal-breakers stated as deal-breakers. We moved technical verification to the front of the process with a short practical screen, so fluent talkers were filtered out before anyone senior spent an hour on them. And we ran the technical interviews personally, assessing candidates as someone who has built the systems they claimed to have built.

We wrote the technical spec the recruiters worked from: the actual stack, what senior meant for these seats specifically, and the deal-breakers stated as deal-breakers. We moved technical verification to the front of the process with a short practical screen, so fluent talkers were filtered out before anyone senior spent an hour on them. And we ran the technical interviews personally, assessing candidates as someone who has built the systems they claimed to have built.

The round took longer than hiring used to take. That was the point. Both seats were filled with engineers who cleared a genuinely senior bar, and the mis-hires that never happened are the real outcome: a wrong senior hire costs a business far more than an empty seat ever does.

YOUR FIRST STEP

Book a free 30-minute call.

The goal for this call is to provide immediate value. You'll leave with a clearer understanding of your opportunities and at least one actionable step you can take.

NIRLEP ADHIKARI

FOUNDER & TECH ADVISOR

YOUR FIRST STEP

Book a free 30-minute call.

The goal for this call is to provide immediate value. You'll leave with a clearer understanding of your opportunities and at least one actionable step you can take.

NIRLEP ADHIKARI

FOUNDER & TECH ADVISOR

YOUR FIRST STEP

Book a free 30-minute call.

The goal for this call is to provide immediate value. You'll leave with a clearer understanding of your opportunities and at least one actionable step you can take.

NIRLEP ADHIKARI

FOUNDER & TECH ADVISOR

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Get in touch

Whether you have questions or just want to explore options, we’re here.

By submitting, you agree to our Terms and Privacy Policy.

We are Based in Sydney

Soft abstract gradient with white light transitioning into purple, blue, and orange hues

Ready to start?

Get in touch

Whether you have questions or just want to explore options, we’re here.

By submitting, you agree to our Terms and Privacy Policy.

We are Based in Sydney

Soft abstract gradient with white light transitioning into purple, blue, and orange hues