JOB DISCOVERY & EVIDENCE-BASED MATCHING

Discover better-fit jobs. Know why you match.

Start with jobs recommended from your documented portfolio, or explore roles yourself. Review evidence-based compatibility, identify gaps, save opportunities and tailor a resume for the roles worth pursuing.

Evidence basedBuilt from your portfolio

ExplainableSee why each score exists

ActionablePrioritize what matters

✦
Grounded analysisNo invented experience or skills
F
Frontend EngineerTest Company · Remote
Analysis complete
82%Match
Strong Match

Your portfolio covers most weighted requirements.

Focus on the few gaps that could materially improve this application.

8 matched4 partial0 missing
Experience85%
Projects80%
Skills72%
82
Strong fitReady for targeted improvements
RECOMMENDATIONS + OPEN SEARCH

The search starts with your portfolio, not a blank page.

Recommended for You draws from your recorded skills and experience to find related remote roles. Stronger matches are shown first within the jobs evaluated.

  • Recommended for YouPortfolio-informed suggestions are available on arrival.
  • Explore All JobsSearch other career paths and refine country, seniority and employment type.
  • Review and saveOpen job details, bookmark a vacancy and carry its description into resume tailoring.

Recommendations cover a bounded provider candidate pool. Location eligibility depends on job data, and scores reflect documented evidence rather than hiring odds.

Explore Job Matches →
Recommended for youIllustrative, not live job data
Frontend EngineerExample company · Remote
High alignment

TypeScript · Angular · User interfaces

Software EngineerExample company · Remote
Good alignment

Web development · JavaScript · REST APIs

Discover → Review evidence → Save → Tailor
EVIDENCE, NOT MAGIC

Every match can be traced back to your portfolio.

Requirements are extracted from the job description, then matched against your profile, experience, projects, skills, education, and certifications.

✓

Transparent scoringSee the evidence behind each result.

✓

Your data stays canonicalJob analysis never rewrites your portfolio.

✓

Review before improvingYou decide which gaps deserve action.

A
Requirement

Angular

Matched
3 supporting referencesHigh confidence
01
EXPERIENCE

Frontend Developer · Motive Technologies

Worked with Angular and TypeScript across production frontend systems...
02
PROJECT

RoleNudge

Angular · TypeScript · PostgreSQL
PRIORITIZED IMPROVEMENT

See what deserves attention first.

Not every gap matters equally. Job Match separates strong evidence from partial coverage and true missing requirements so you can focus your effort.

!Missing required

CI/CD

No supporting evidence found in the current portfolio.

◐Partial match

System Design

Related evidence exists, but the requirement is only partially covered.

✓Matched

TypeScript

Strong supporting evidence found across experience and projects.

HOW IT WORKS

From an opportunity to an actionable application.

Find a recommended job or paste your own description. Your portfolio remains the source of truth.

⌘01

Choose a job

Open a recommended vacancy or paste a job description manually.

◎02

Analyze requirements

AI extracts structured requirements while deterministic logic calculates alignment.

▤03

Review evidence

Inspect matched, partial, and missing requirements with supporting references.

✦04

Improve selectively

Move into grounded AI suggestions only where improvement is actually useful.

✓
You stay in controlNo silent AI overwrites.
▣
Grounded suggestionsNo invented achievements or skills.
◎
Explainable matchingSee the evidence behind each result.
READY TO APPLY?

Find the right opportunities. Understand your fit before applying.

Start Free Get started with a portfolio.