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I've hired technical profiles for 10 years. Here's what I'd change.

May 12, 2026

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by
Paulo Bischof

CTO at Venturest, with over 15 years leading technology teams across various sectors.

I've been hiring technical profiles for over ten years. I've used LinkedIn Recruiter, specialized agencies, internal referrals, hackathons, technical tests on Codility, peer interviews. I've tried almost everything.

And the problem remains the same: the process takes too long, consumes too much team time, and when you finally find the right candidate, there's a 30% chance they've already accepted another offer.

In an industry where execution speed is a competitive advantage, losing three months in a hiring process isn't just an inconvenience. It's a strategic risk.

The Real Cost of Hiring Slowly

When a CTO says "we're in the hiring process for that role," they're actually saying several things at once:

  • Features aren't being developed
  • Technical debt isn't being addressed
  • A senior engineer is spending 4-6 hours a week reviewing CVs instead of writing code
  • A manager is conducting interviews that could have been handled before reaching them

The cost of an empty technical position for 90 days isn't just the unpaid salary. It's the opportunity cost of the product not progressing, multiplied by the size of the team waiting for that resource.

According to industry data, the average time to fill an engineering role in Spain in 2025 was 67 days. For senior profiles in AI or cloud infrastructure, that number exceeds 90.

Why It's Difficult to Scale the Traditional Process

The problem isn't a lack of talent. It's that the hiring process was designed for an era when hiring happened two or three times a year.

Today, a growing technical team might need to bring in 5, 10, or 20 profiles in a single quarter. And the manual process remains unchanged: you have to review hundreds of CVs, perform an initial screening, coordinate schedules for technical interviews, evaluate tests, compare candidates, negotiate offers.

All of that falls on the same people who also have to deliver product.

Automated AI-powered hiring systems radically change this equation:

  • Smart Screening: the system analyzes CVs in seconds, cross-references technical requirements with real experience, and generates a pre-evaluated shortlist before any human has invested a minute
  • Express Technical Tests: automated, role-adapted assessments that are completed in 30-45 minutes and graded without manual intervention
  • Candidate Ranking: each profile receives a score based on objective criteria — technical stack, years of relevant experience, indicators of previous work quality

The technical team only enters the process once the candidate has passed the initial screenings. The human interview is reserved for what truly matters: culture, motivation, and team fit.

The problem isn't a lack of talent. It's that the hiring process was designed for an era when hiring happened two or three times a year.

Today, a growing technical team might need to bring in 5, 10, or 20 profiles in a single quarter. And the manual process remains unchanged: you have to review hundreds of CVs, perform an initial screening, coordinate schedules for technical interviews, evaluate tests, compare candidates, negotiate offers.

All of that falls on the same people who also have to deliver product.

Automated AI-powered hiring systems radically change this equation:

  • Smart Screening: the system analyzes CVs in seconds, cross-references technical requirements with real experience, and generates a pre-evaluated shortlist before any human has invested a minute
  • Express Technical Tests: automated, role-adapted assessments that are completed in 30-45 minutes and graded without manual intervention
  • Candidate Ranking: each profile receives a score based on objective criteria — technical stack, years of relevant experience, indicators of previous work quality

The technical team only enters the process once the candidate has passed the initial screenings. The human interview is reserved for what truly matters: culture, motivation, and team fit.

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Onboarding Is Also a Problem

Hiring quickly is useless if the engineer takes three months to become productive.

Technical onboarding, in most companies, remains a manual process: outdated documentation, an assigned colleague who has to juggle their own work with explaining the stack, access requests that take days to process, and an integration process that relies on the goodwill of each team.

Modern onboarding management systems automate repetitive steps — access provisioning, assignment of learning tasks, progress tracking — and allow the new engineer to start contributing in days, not weeks.

The goal isn't to eliminate the human factor from onboarding. It's to eliminate the operational friction that delays the moment that person starts providing real value.


Does your technical hiring process still rely on manual CV review?

The Smart Talent Hub automates screening, technical tests, and candidate ranking, so your team only invests time in profiles that are truly worthwhile.