Automated Recruiting System

From job order to placement - automated candidate matching, outreach sequences, intake screening, and recruiter handoff, with minimal manual input.

Popular

AI, Marketing Automation; System Build

What It Does


This is a recruiting pipeline built to handle the full cycle from sourcing a job order to routing qualified candidates - without a person manually managing each step. The system connects candidate sourcing, AI-powered matching, multi-touch outreach, and intake screening into one continuous flow. Make.com sits in the middle connecting every tool and triggering the next action automatically.

Tech Stack


Tool

Role

Gem

ATS - AI candidate matching and routing against job descriptions

Airtable

Central database for candidate records, job orders, and status tracking

Marquiz

Candidate intake forms and screening questions

Make.com

Automation layer - connects all systems and triggers each stage

Gmail / G Suite

Email delivery for outreach and follow-up sequences

Lemlist

Email domain warmup and deliverability management

LinkedIn

Candidate profile review and direct outreach

Slack

Internal notifications at key pipeline stages

How It Works

Stage 1: Job Sourcing and Vetting


A job order comes in and runs through a predefined set of vetting criteria - role type, seniority, location, compensation range. If it clears the filter, it moves to the next stage. If not, it gets logged and set aside. This step alone eliminates most of the noise before any manual time is spent.

Stage 2: Candidate Matching


The confirmed job description goes into Gem, which runs it against the candidate database in Airtable. Gem uses AI to score and rank candidates based on how well their profile matches the JD - not just keyword matching, but contextual fit. The output is a prioritized shortlist. A quick sanity check happens before outreach goes out.

Stage 3: Outreach


The outreach sequence runs through Gmail (warmed via Lemlist) with three touches over roughly 10 days. LinkedIn outreach runs in parallel for candidates where that's the better channel. Make.com triggers each follow-up automatically based on reply status. Non-responders after the full sequence get a redirect message. There are no manual reminders needed.

Stage 4: Intake and Screening


Interested candidates get a Marquiz intake form the same day they respond. The form collects the specifics needed to do a real fit assessment - not just a resume. Responses feed directly into Airtable. Weak fits get a polite close. Strong fits move to handoff.

Stage 5: Handoff and Tracking


Qualified candidates are introduced to the next step with a templated handoff email. From there, Airtable tracks status and Slack surfaces any check-in triggers. Follow-up sequences on both sides (candidate and recruiter) run on schedule without manual prompting.

Build Breakdown


Total setup: roughly 18-22 hours. Three focused days, or 2-3 weeks part-time.


Component

Time

Job vetting criteria and filter logic

2 hrs

Confirmation outreach template

1 hr

Gem ATS setup and export workflow

4-6 hrs

Outreach sequence templates (main + redirect)

3-4 hrs

Outreach automation built and tested in Make.com

2-3 hrs

Candidate intake form (Marquiz) + screening questions

2 hrs

Intake connected to Airtable CRM

1-2 hrs

Handoff intro template

1-2 hrs

Follow-up sequence (candidate side)

1 hr

Follow-up sequence (post-handoff)

1 hr

Cycle Time


Once the system is live, each job order runs on this rough timeline:

Week 1: Job sourced, vetting check, outreach begins

Week 1-2: Follow-up touches 2 and 3, interested candidates start responding

Week 2: Intake forms sent and completed, fit review, strong fits move to handoff

Week 2-3: Handoff emails out, recruiter engages candidate

Week 3+: Recruiter-led process begins

Total cycle from job sourcing to handoff: 2-3 weeks at the fast end.

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