Three interlocking systems work together to make sure every candidate you see is the right fit, is authentic, and arrives with everything your team needs to make a fast decision.
Not just a resume. A complete intelligence package — match score, Verified Signals, and full work history — compiled into a structured PDF and attached to every application automatically.
JobMinglr · Candidate Dossier
Marcus Chen
Senior Software Engineer · San Francisco, CA · marcus.chen@gmail.com
Applied to
Senior Software Engineer
Acme Corp · May 18, 2026
Match Score
Role alignment
Verified Signals
Flags
Professional Summary
Senior full-stack engineer with 8 years of experience building scalable payment infrastructure and developer-facing APIs at high-growth fintech companies. Strong background in distributed systems, TypeScript, and Go with a track record of leading cross-functional teams through 0-to-1 product launches.
Skills
Experience
Senior Software Engineer · Brex
03/2022 – Present
Software Engineer · Plaid
06/2019 – 02/2022
Junior Software Engineer · Twilio
07/2017 – 05/2019
Education
Bachelor's in Computer Science
UC Berkeley · 2017
Certifications
AWS Solutions Architect
Amazon · 01/2024
Certified Kubernetes Admin
CNCF · 06/2023
Marcus_Chen_382410.pdf · Auto-attached to application · Generated by JobMinglr
Match Score estimates resume/profile-to-job relevance. Verified Signals reflect completed verification steps or profile items only — not a background check, employment eligibility determination, or hiring recommendation.
When a candidate uploads their resume, JobMinglr converts it into a structured, weighted skills profile that gets scored against every open role on the platform. A preference layer then filters out roles that don't align with what the candidate is actually looking for — so only genuinely compatible candidates surface in your pipeline.
Resumes are parsed and converted into weighted skills profiles. Core competencies score higher; adjacent or transferable skills are weighted proportionally.
Candidates who want remote won't surface on in-office roles. Preference alignment is enforced before they ever reach your pipeline.
Candidates set their compensation expectations. If your range doesn't overlap, they don't appear — saving both sides' time.
Candidates targeting specific cities or regions are matched to roles in those markets. Irrelevant geographies are filtered out.
Candidates indicate the job titles they're pursuing. The algorithm maps those targets to your open positions and boosts the most aligned candidates.
Only candidates who clear every threshold reach your pipeline — not the usual 500.
A dedicated verification platform that checks every job seeker profile against a set of behavioral and identity verification steps — email, phone, identity document, resume upload, and professional account linking. Recruiters see exactly which signals are verified for each candidate, not a combined score.
Those Verified Signals travel with every candidate application, match score, and structured resume your team receives — giving recruiters a complete picture before scheduling a single call.
Built to address the issues that make ATS inboxes unusable.
Verified Signals are shown to recruiters alongside the candidate's match score and structured resume — so your team always knows who they're looking at.
JobMinglr's matching algorithm scores candidates exclusively on professional fit — skills, experience, preferences, and availability.
Every factor that has no bearing on a candidate's ability to do the job is deliberately excluded. The Verified Signals Engine evaluates behavioral and verification signals only — never personal characteristics. Every candidate you see is evaluated on the same objective criteria.
Not collected, stored, or used in any part of our matching or scoring systems.
Don't wait for inbound. Hunt Mode gives employers searchable access to the pre-matched candidate pool, each profile showing its Verified Signals — post jobs, browse candidates, and chat with matches directly in the app.
Hunter Mode gives you searchable access to the pool of job seekers who match your open roles. You don't wait for inbound — you go find them.
Create and publish open positions from within the app. They're instantly matched against the candidate pool and surfaced to qualified job seekers.
When there's a mutual match, you're connected directly. Message candidates, schedule interviews, and move fast — all without leaving the platform.
Each applicant arrives with Verified Signals covering identity verification, behavioral checks, and profile completeness. Know who you're looking at before the first call.
Connect your Greenhouse or Pinpoint account and qualified candidates, each with Verified Signals, flow directly into your existing pipeline. No new tool for your team to learn.
Connect your Greenhouse job board in minutes. Candidates match and apply through JobMinglr — your team sees them in Greenhouse as normal applicants, complete with match score and Verified Signals.
Connect GreenhousePinpoint ATS users can connect their job board with a single API key. Matched candidates flow into your Pinpoint pipeline automatically.
Connect PinpointConnect your ATS or download the app to sign up as a recruiter and activate Hunter Mode.
