Process overview

Engineer Vetting Process (Hiring Engine)

Document type
Process overviewEnd-to-end hiring engine
Used by
Senior engineers and recruitersvetting each candidate
Last updated
A Cloud Employee recruiter in a one-to-one conversation across a meeting table with laptops open
Cloud Employee recruitment team, February 2026
  1. 1
    Job Role & Company Discovery

    A US-based technical lead learns the stack, seniority, team shape, hiring bar, and what “good” looks like for this client.

  2. 2
    Hiring Blueprint + Creation

    We interview our clients and create a hiring blueprint from that discussion. Instead of calling it a job description, we call it a hiring blueprint.

  3. 3
    Outreach Launch

    Local recruiters and referrals search trusted networks in our talent regions.

  4. 4
    Screening Call AI Fluency

    Skills self-assessment, English check, and work-authorization verification, then a recruiter conversation. AI fluency questions can sit here as a scored dimension.

  5. 5
    Custom Build Coding Assessment

    A custom coding assessment based on your stack.

  6. 6
    Coding Test Taken

    Timed practical assessment with integrity checks against copied or AI-written work that the candidate cannot explain.

  7. 7
    Test Analysis Approval

    A senior engineer reviews the actual code, not only the score, and approves or drops the candidate.

  8. 8
    Pair Programming Assessment Live Coding Interview

    Senior Cloud Employee engineer, about 60 minutes, candidate drives. This includes a technical conversation on a recent project, preferably relevant to the client’s work.

  9. 9
    Final Interview & Candidate Report

    Fit to the specific client project, not only generic seniority.

  10. 10
    CTO Approval

    CTO sign-off before you ever see a profile.

  11. 11
    2 Matched Profiles to Client

    Client receives two profiles and interviews both.

Table of contents
A Cloud Employee recruiter in a one-to-one conversation across a meeting table with laptops open
Cloud Employee recruitment team, February 2026

What “vetted” means here

Engineers are vetted by senior engineers, not screened by recruiters against a keyword list alone.

The goal is not the best engineer in the abstract. It is the right engineer for a specific role and client team: someone who can think clearly, communicate, build under observation, and work inside that client’s way of working.

By the time a client sees profiles, the candidate has already been through a live technical path on their stack. What the client receives is two full profiles with rates, interview summaries and coding-test results, then they interview and choose.

The 11-stage hiring engine

This is the hiring engine, in the order of the Hiring Engine diagram (February 2026). Deep how-to for live coding and AI fluency lives on the linked sibling pages.

  1. Job Role & Company Discovery: A US-based technical lead learns the stack, seniority, team shape, hiring bar, and what “good” looks like for this client.
  2. Hiring Blueprint + Creation: We interview our clients and create a hiring blueprint from that discussion. Instead of calling it a job description, we call it a hiring blueprint.
  3. Outreach Launch: Local recruiters and referrals search trusted networks in our talent regions. Existing Cloud Employee engineers help refer proven people. We do not treat a CV board scrape as the whole funnel.
  4. Screening Call: Skills self-assessment, English check, and work-authorization verification, then a recruiter conversation. AI fluency questions can sit here as a scored dimension (see AI Fluency).
  5. Custom Build Coding Assessment: A custom coding assessment based on your stack.
  6. Coding Test Taken: Timed practical assessment with integrity checks against copied or AI-written work that the candidate cannot explain.
  7. Test Analysis Approval: A senior engineer reviews the actual code, not only the score, and approves or drops the candidate.
  8. Pair Programming Assessment: Senior Cloud Employee engineer, about 60 minutes, candidate drives. This includes a technical conversation on a recent project, preferably relevant to the client’s work. Full runbook: Live Coding Interview.
  9. Final Interview & Candidate Report: Fit to the specific client project, not only generic seniority.
  10. CTO Approval: CTO sign-off before you ever see a profile.
  11. 2 Matched Profiles to Client: Client receives two profiles and interviews both.

AI fluency is a scored dimension inside this process, not an optional marketing add-on. The live coding session is about 60 minutes, including a 45-minute build segment, which is where fake competence is hardest to sustain.

  1. 1
    Job Role & Company Discovery

    A US-based technical lead learns the stack, seniority, team shape, hiring bar, and what “good” looks like for this client.

  2. 2
    Hiring Blueprint + Creation

    We interview our clients and create a hiring blueprint from that discussion. Instead of calling it a job description, we call it a hiring blueprint.

  3. 3
    Outreach Launch

    Local recruiters and referrals search trusted networks in our talent regions.

  4. 4
    Screening Call AI Fluency

    Skills self-assessment, English check, and work-authorization verification, then a recruiter conversation. AI fluency questions can sit here as a scored dimension.

  5. 5
    Custom Build Coding Assessment

    A custom coding assessment based on your stack.

  6. 6
    Coding Test Taken

    Timed practical assessment with integrity checks against copied or AI-written work that the candidate cannot explain.

  7. 7
    Test Analysis Approval

    A senior engineer reviews the actual code, not only the score, and approves or drops the candidate.

  8. 8
    Pair Programming Assessment Live Coding Interview

    Senior Cloud Employee engineer, about 60 minutes, candidate drives. This includes a technical conversation on a recent project, preferably relevant to the client’s work.

  9. 9
    Final Interview & Candidate Report

    Fit to the specific client project, not only generic seniority.

  10. 10
    CTO Approval

    CTO sign-off before you ever see a profile.

  11. 11
    2 Matched Profiles to Client

    Client receives two profiles and interviews both.

What the client receives

Two matched profiles. Each includes:

  • rate for the role
  • interview summary
  • coding-assessment outcome
  • why this person fits this brief

You interview them. You choose. We do not send a pile of CVs and call it shortlisting.

What this engine still does not guarantee

Technical vetting is a strong filter. It is not a crystal ball.

The live coding SOP is explicit about holes: one session does not prove six-month stamina; the format can be hard on slow, deliberate thinkers; scoped tasks are not the same as an unfamiliar production codebase. Personality, tenure history, references, and the client fit conversation sit alongside the technical stages for that reason.

We have also got fit wrong when someone cleared every technical gate and still could not work inside a client’s playbooks. That failure mode is documented on the Live Coding page under “Where we’ve got this wrong.”

More on how we work