Under 3% of applicants pass. Senior engineers evaluate. Live problem-solving, not LeetCode.
How We Vet Developers

How We Vet Developers

You interview the top 3% of developers. We filter the rest.

Talmatic has a five-stage screening system built by founders with extensive experience managing distributed teams of engineers. Our screening is based on the candidate’s expertise, ability to communicate, and dependability in remote settings, which are accurate indicators of success. Only under 3% of all developers who apply to us complete our rigorous screening. Our screening includes stack-specific tech checks, real-time problem-solving, and architecture discussions with senior engineers.

We only screen mid- to senior-level developers who have demonstrated success in production. This is not a marketplace. We’re a hiring partner to help reduce your tech risk.

  • Under 3% acceptance rate across all roles
  • Senior engineers evaluate — by stack
  • Ongoing performance monitoring after placement
The screening funnel
5 stages · <3% pass through
97% REJECTED
1
Profile & Background −60%
100%
2
Communication −20%
40%
3
Stack-Specific −15%
20%
4
Architecture Depth −2%
5%
5
Ongoing Monitoring kept
<3%
<3% accepted
Industry-leading filter
97% rejected before you see them
5 stages
End-to-end screening
Profile → architecture → ongoing
5–7 business days
Vetted candidates to you
Pre-vetted bench, not blind search
What you’re getting

The exact filter — applied before any CV reaches your inbox

We only screen mid- to senior-level developers with verified production experience. This is not a marketplace — we’re a hiring partner whose job is to reduce your technical risk.

Under 3% acceptance

Across all technical roles. Filtered before you ever see a CV.

Live English check

Verified in technical discussion — not just resume claims.

Stack-matched interviews

Conducted by senior engineers who’ve actually built with the tools.

Live coding & architecture

Real problem-solving evaluations — not memorised LeetCode answers.

Performance monitoring

Monthly client check-ins and developer engagement tracking after placement.

Trial-ready placements

Every developer is backed by our 30-day risk-free trial period.

Replacement guarantee

If fit isn’t right, typically resolved within 10 business days.

The 5-stage vetting process

The 5-Stage Vetting Process

Each stage is conducted by people with the right context: recruiters with engineering backgrounds, senior engineers in your stack, and CTO-level advisors for architecture.

How the funnel narrows — applicant pool to placed engineer
Screening stages Post-placement
01
Profile & background filtering
100% of pool reaches this stage
60%
02
Communication & remote readiness
78% of pool reaches this stage
20%
03
Stack-specific technical evaluation
58% of pool reaches this stage
15%
04
Seniority & architecture depth
42% of pool reaches this stage
1–2%
05
Ongoing performance monitoring
34% of pool reaches this stage
<3% pass
01
60% rejected here

Profile & background filtering

What we assess

Years of experience, tech stack depth, previous company types, work authorization. We verify employment history and filter out junior developers or anyone without production experience in their claimed stack.

Who conducts it

Technical recruiters with engineering backgrounds.

Why it matters

You don’t waste time interviewing developers who lack the foundational experience for your role. We’ve worked with enough CTOs to know resume inflation is common — this stage cuts through it.

Stacks validated at this stage
ReactVueAngularPythonNode.js.NETGoRuby on RailsAWS / GCP / AzureReact NativeFlutterSwiftKotlin
02
20% rejected here

Communication & remote readiness

What we assess

English fluency in technical contexts, time-zone overlap capability, remote work setup, proficiency with communication tools, and cultural fit for distributed collaboration.

Who conducts it

Placement team leads — structured video interviews focused on work style and communication patterns.

Why it matters

Technical skill doesn’t matter if your developer can’t explain blockers, ask clarifying questions, or participate in stand-up. Remote work magnifies communication gaps — we learned this by watching projects stall over misunderstood requirements.

03
15% rejected here

Stack-specific technical evaluation

What we assess

Hands-on technical knowledge through live problem-solving, code review discussions and real-world scenario walkthroughs. We don’t use generic algorithm tests — we evaluate how they’d solve problems in your actual stack.

Who conducts it

Senior engineers with 8+ years of experience in the relevant technology. A Python specialist evaluates Python candidates; a DevOps engineer evaluates infrastructure roles.

Why it matters

Generic technical screens miss the nuances that separate a developer who can pass LeetCode from one who can debug a production incident at 2 am. We test practical judgment — not theoretical knowledge.

Example evaluation areas
React State management, performance optimization, testing strategies
Backend API design, database optimization, error handling, scaling
DevOps CI/CD design, infrastructure-as-code, monitoring, observability
.NET Modern C# patterns, microservices architecture, Azure integration
04
1–2% rejected here

Seniority & architecture depth

What we assess

System design thinking, technical trade-off reasoning, debugging methodology, and past architectural decisions. Candidates walk through systems they’ve built and explain why they made specific choices.

Who conducts it

Founding team — including senior technical advisors with CTO-level experience.

Why it matters

Mid- to senior-level developers need to make architectural decisions independently. We verify they think beyond feature implementation — that they understand scalability, maintainability, and technical debt.

05
Lifecycle coverage

Ongoing performance monitoring

What we assess

Code quality, velocity, communication consistency and client satisfaction after placement. This isn’t a one-time vet — we track performance throughout the engagement.

Who conducts it

Account management team — monthly check-ins with both the developer and your team.

Why it matters

Initial assessments catch most issues, but long-term reliability only shows up in production work. If performance drops or fit degrades, we address it proactively.

Active monitoring includes
Monthly performance reviews with your team
Developer engagement and satisfaction tracking
Early warning signals on communication or delivery
Proactive replacement, typically within 10 business days
See the vetting process in action.
Talk to an account manager about the role and stack you’re hiring for.
Request a vetted developer
Post-placement accountability

We don’t stop vetting after placement

Most hiring partners hand you a developer and disappear. Our approach is different — because vetting doesn’t stop at hiring someone. We stay accountable for the quality of every placement.

Monthly performance reviews

Aligned with your evolving needs. If you’re scaling, pivoting or hitting technical challenges, we know.

Structured feedback loops

You’re not filling out surveys. You talk to someone who understands technical team dynamics and can act.

Active engagement oversight

We monitor for early signs of disengagement or misalignment. Remote developers can drift — we catch it.

10-day replacement timeline

Most replacements resolved within 10 business days. We maintain a vetted pipeline specifically for this reason.

Risk-free trial model

Real-world proof before any long-term commitment.

You evaluate the developer in your codebase, with your team, solving your actual problems — for a full 30 days. This is the differentiator: we stay accountable for the quality of every placement.

See trial policy
When to choose what

When to Choose Talmatic vs Other Options

We’re not the right answer for every situation. Here’s when we are — and when something else fits better.

Recommended

Choose Talmatic

When you need senior talent fast and can’t afford a bad hire.

You need senior developers quickly, but can’t afford a bad hire
You’ve had bad experiences with marketplaces and resume inflation
You’d like to offload the responsibility of hiring onto someone else
You’re building something requiring expertise — not just task execution
Start a vetted search
Right tool for short-term work

Choose freelancer marketplaces

When you have leadership and time to vet many candidates.

You have strong technical leadership and time to interview 10+ candidates
You’re hiring for short-term tasks
You’re optimizing for cost and can absorb mismatched-skill-level risk
Right tool for long-term builds

Choose DIY hiring

When you’re building an internal team you’ll manage yourself.

You’re building an internal team that you’ll manage
You have recruiting infrastructure, time and expertise in-house
You’re not under time pressure
How this compares

Five dimensions where the sourcing model actually matters

Dimension
Recommended Talmatic
Alternative Marketplaces
Alternative DIY hiring
Screening depthHow rigorous is the technical filter?
Technical assessments by senior engineers in your stack
Skills-tag self-reporting + generic tests
Entirely on your team & processes
Speed to hireFrom kick-off to vetted candidates
5–7 business days
Fast search, slow verification
6–12 weeks for senior positions
Technical validationHow real-world is the evaluation?
Real-world problem-solving in your stack
Often skipped or generic
Depends on your interviewers’ depth
ReliabilityWhat happens after placement?
Post-placement monitoring + fast replacement
Minimal post-hire support
Retention is entirely your problem
Long-term retentionDo engineers stick around?
High — careful matching + support
Low for contracted-out talent
Dependent on your organization
Common questions

What CTOs ask before they sign with us

Have a question we don’t cover? Talk to an account manager — we reply within one business day.

Ask a question
What is Talmatic’s developer rejection rate?

We reject about 97% of developers who either apply or are sourced for our network. Only mid- to senior-level developers with verified production experience, strong communication skills, and technical depth in specific stacks make it past our five-stage process.

How does Talmatic test technical skills?

We run live technical evaluations conducted by senior engineers who are deeply familiar with the candidate’s technology stack. We don’t use algorithm-style puzzles. Evaluation is based on problem-solving, architectural reasoning, code review skills and debugging methodology — presented through scenario-based discussions.

How fast can I hire a vetted developer?

We typically present candidates 5–7 business days after the initial discussion. We maintain a pre-vetted pipeline for the most common technologies — React, Python, .NET, DevOps — so we’re not starting blind when you contact us.

What happens if a developer doesn’t work out?

We typically replace them within 10 business days. We monitor performance, so if fit declines, we take action. The trial period gives you risk-free validation before any long-term commitment.

Do you only work with specific tech stacks?

We focus on technologies where we have strong evaluation capabilities: modern JavaScript (React, Vue, Angular); backend (Python, Node.js, .NET, Go, Ruby); mobile (React Native, Flutter, native iOS / Android); and DevOps / cloud (AWS, GCP, Azure). For new or emerging technologies, we’re happy to discuss viability before committing.

Have a question we don’t cover? We reply within one business day.

Ask a question
Final CTA

Ready to Reduce Your Hiring Risk?

We built this process by managing distributed teams and learning what actually predicts success. See our trial policy for how we remove risk from technical hiring entirely.

<3%
Acceptance rate across the funnel
5–7d
Vetted candidates after kick-off
10d
Replacement SLA if fit ever degrades
Photo manager
George Fironov
Co-founder & CEO
  • Linkedin

This 20-Minute Call Will Change How You Hire Developers

Discover how Talmatic can help you solve your hiring headaches. In this personalized call, learn how we match you with developers that fit your technology and team needs.

In a short call, we would like to:

  • Learn about your development needs
  • Explain our process to match you with qualified, vetted developers from our network
  • Share next steps to finding the right match, often within a few days

Not sure where to start?
Let’s have a chat