THE STUDIO
Apply with AI
A full studio for the roles you care about — cover letter, screening answers, outreach email, and a résumé re-rendered in your own layout. You stay in the driver’s seat.
Open the studio TWO WAYS TO ARRIVE APPLIED
Apply like it’s from the future
Draft it yourself with an AI studio, or hand it to an agent that fills the real form. Either way, you approve every word before it goes out.
AUTONOMOUS
Apply with our Agentic AI
It reads the role, drafts the whole application from your verified profile, and fills the real ATS form on Greenhouse and Lever. You review — it never presses submit.
Meet the agent
CAREER INFRASTRUCTURE FOR ENGINEERS
From job-board noiseto a clear next step
Caliber watches thousands of live roles across tech — embedded to AI — and scores each one against the skills you can actually prove. It stays quiet until something is worth your attention — then it tells you exactly why.
12,000+
live roles watched nightly
Free
for engineers, from first match to offer
A QUIETER WAY TO LOOK
Most career tools shout for attention. Caliber reads the market overnight, weighs every role against what you can prove, and speaks only when something deserves you.
THE WHOLE POINT
Find the role. Arrive applied.
Ask for a job in plain English. Watch it become real filters over live roles. Then apply three ways — each one grounded in the profile you can prove.
Agent Apply. It reads the role, drafts the whole application from your verified profile, and — on Greenhouse and Lever — fills the real form. You review; it never presses submit.
AI Apply. A full studio for the ones you care about: cover letter, screening answers, outreach email — and a job-tailored résumé rendered in your own résumé’s layout.
Quick Apply. Your identity pack lands on the clipboard as the form opens. Paste, attach, send.
THE PORTALS
One account. Four front doors
Step into whichever you need today — they share one profile, one ledger of what you can prove.
01
Jobs Portal
Roles pulled nightly from company boards across the world, scored against the skills you can prove.
12k+ live roles
02
Learning Portal
An AI learning hub and a career mastery roadmap, sequenced for the work you want.
4 tracks · season 1
03
Services Portal
Book sessions on careers, job search, and AI workflow automation — with people who do this daily.
free in early access
04
For Companies
Our engineers run your technical interviews and surface verified engineering talent.
hiring support
THE MATCH ENGINE
Thousands of roles, reduced to a shortlist that fits
Each posting is scored against skills you have verified, not keywords you have claimed — with the reasoning behind every score.
Verified by default
Your skills, backed by dated lab evidence — hardware-tested and ready to defend in any interview.
SKILL LEDGER · 3 VERIFIEDevidence-backed
rtos-internalstr:4a:91verified 4h ago
bare-metal-c9c:22:b0verified 2d ago
jtag-debugc1:0e:42verifying…
SCORING run·0642 · 12,418 roles
Matching that reads the landscape
Nightly scoring across skills, domain and compensation — strong roles surface before the crowd finds them.
MATCH CONFIDENCE · LAST 24H— observed– – baseline Live
03:12 · new role — auto-shortlisted
92.4%
+2.1 PTS VS BASELINE
APPLY WITH AGENT
Your application, filled while you watch
Open a role and hand it to the agent: it completes the whole application live from your verified profile — identity, cover letter, screening answers — then stops. You read it, you approve the final submit. Nothing is sent without you.
Watch it work. Every field is completed in front of you, from profile facts you can point to — nothing invented, nothing hidden.
You approve the final submit. The agent stops at done-but-not-sent. Read what it wrote, edit anything, then approve — or dismiss it without a trace.
The real form, too. With the Caliber browser extension, your approved application fills the company’s actual ATS form — Greenhouse and Lever — and still never presses submit.
AGENT RUN · SENIOR FIRMWARE ENGINEER FILLING
full nameAsha Venkatesanfilled
emailasha@fastmail.comfilled
locationCambridge, UKfilled
cover letter“Dear Nordic team — three years of BLE stack work says…”drafted
screening“Right to work in the UK?” — Yes, no sponsorship neededanswered
résumé fileattach yours — files stay in your handsfor you
submitwaiting for your approval — the agent never sendsYOURS
BROWSER EXTENSION · carries the approved pack to the company’s own form
ONE QUIET PLATFORM
Four portals.
Complete coverage.
Jobs, learning, services, hiring — everything between “curious” and “signed offer”, in one calm place.
01 / 04 — JOBS PORTAL
The world’s roles, one quiet feed
Jobs pulled nightly from company boards across the world, scored against the skills you can prove.
02 / 04 — LEARNING PORTAL
Learn AI. Master your craft
An AI learning hub and a career mastery roadmap, sequenced for the work you want.
03 / 04 — SERVICES PORTAL
Advice, on your calendar
Book sessions on job search, careers, and AI workflow automation — with people who do this daily.
04 / 04 — FOR COMPANIES
Hiring, handled
Our engineers run your technical interviews and surface verified engineering talent.
WHILE YOU DEBUG
While you debug, Caliber keeps the record
The work that makes you good at this job mostly disappears — the trace you finally decoded, the race condition you pinned down at midnight. Lab OS captures it as it happens and turns it into verifiable career evidence. Years later, it is still there, dated and defensible.
Evidence, not anecdotes. Debug sessions become dated, verifiable proof of skill.
Captured in the flow. Log a finding in seconds and get back to the bench.
Yours to show. Every entry is ready when a hiring manager asks for proof.
Trace decoded — motor-controller
Logged as evidence · 02:47 · stm32h743
THE ROADMAP
Every gap becomes a step on a path
Missing skills become an ordered learning plan, sequenced by how much each one moves your matches — the shortest path to the work you want.
Walk the pathKEEP SCROLLING — STEP INSIDE
APPLICATION TO OFFER
Job hunts become weeks, not quarters
Caliber tracks every application from first submission through interview loops to the offer call. Nothing slips and nothing goes cold, and you always know what needs attention today. The search stops feeling like a second job.
One quiet board. Every application, interview, and follow-up in a single view.
Nudged, not nagged. Caliber speaks up only when a next step is due.
Offers in context. Weigh what arrives against the market you can already see.
APPLIED · 8
Anduril
Senior Firmware Engineer
Garmin
Embedded SW Engineer
Nordic Semi
BLE Stack Engineer
INTERVIEW · 3
Bose
Embedded Linux — BSP
Rivian
Firmware Platform
OFFER · 1
SpaceX
Firmware Engineer — Avionics
Next check-in
Comp review with Caliber market data
CONCIERGE, NOT A CHATBOT
Want a role hand-picked for you?
Tell me what you’re actually after — the roles, the places, the pay, the deal-breakers. I’ll build you a private dashboard tuned to exactly that and reach out personally. It’s just me for now, so every request gets read.
BEGIN QUIETLY
Your next role, found while you work
Caliber is free for engineers — built by one, for the rest of us.