NewInterview prep that actually researches your interviewer

Get the job.
Not just track the application.

The AI-powered job search workflow for mid-to-senior professionals. Paste a resume and a job description — get a fit score, a tailored resume, a real cover letter, and interview prep for the person you're actually meeting. In under a minute.

Free · no signup · ATS score in seconds
Staff Eng · Anthropic
Sr. PM · Stripe
+ New
jobsearchhub.app/app/role/staff-eng-anth
Workflow
Fit Analysis 87
Tailored Resume
Cover Letter
Interview Prep 12
Pipeline
Applications 14
Companies 38
Calendar
Staff Software Engineer — Inference
Anthropic · Remote · $260–340kJD · 1,840 wordsAnalyzed 2s ago
Fit ScoreAI+12 vs avg
00/100
Distributed sys.96%
Python / Rust92%
ML infra88%
GPU optimization54%
Leadership81%
Tailored bullets
Built backend systems and worked on improving performance
Led team of 7 engineers migrating inference stack from PyTorch eager to compiled CUDA graphs, lifting throughput 2.1×.
Interview prep researched
SR
Sarah Reddy
Engineering Manager, Inference · Your 2nd round
Promoted to EM 8 months ago. Previously at Databricks on serving infra.LINKEDIN
Active on triton-lang. Recent PRs: kernel autotuning, fp8 paths.GITHUB
RayConf '25 talk: "Bin-packing requests across heterogeneous GPUs"TALK
Smart questions to ask
Q1How did the bin-packing approach you talked about at RayConf evolve once you joined Anthropic?
Q2What's the team's current split between research-driven and platform-driven roadmap items?
Q3How do you measure inference team success beyond p99 latency?
How it works

Three steps. Sixty seconds.
From job posting to interview-ready.

Every other tool stops at "applied." Job Search Hub keeps going — until you walk into the interview knowing more than the recruiter.

STEP 01

Paste in.

Drop your resume PDF and paste a job description — or just the URL. We parse Greenhouse, Lever, Ashby, and Workday directly, plus most public postings.

PDF
resume_2026.pdf
214 KB · parsed in 0.4s
boards.greenhouse.io/anthropic/jobs/4582…
STEP 02

AI scores the fit.

Real signal, not vibes. We map JD requirements against your experience, score each dimension, and call out the gaps you need to address.

87
Strong fit
STEP 03

Walk in ready.

Tailored bullets, a real cover letter, and interview prep that includes who you're meeting and what they care about. Export anywhere.

Tailored resume·DOCX
Cover letter312 words
Interview prep dossier12 Q · 3 people
Calendar reminders→ Google · Outlook
What's inside

A sharp tool for high-stakes job hunts.

Built for people who don't have months to spare. Every feature exists because applying-more isn't the same as applying-smart.

Fit Score

An honest number on how matched you are — and the exact gaps to address before you hit send.

87/100
3 gaps · 2 mins to fix

Tailored Resume

Bullets rewritten for this specific role — using your real experience, not invented numbers.

· Worked on backend stuff
· Architected inference pipeline serving 4.2B tokens/day

Cover Letter

Personalized — references the actual company, team, and recent news. Reads like you wrote it.

Dear Anthropic team,
I read Sarah's RayConf talk on bin-
packing — and I think we're solving the
same problem from opposite ends

Interview prep that researches the room

Pull real signal on every interviewer: LinkedIn history, GitHub PRs, talks they've given, papers they've written. Then generate questions tuned to what they actually care about.

SR
Sarah Reddy· EM, InferenceLinkedIn
MK
Mike Chen· Staff Eng, InferenceGitHub
JT
Julia Tran· Director, EngTalk

Application tracker

A Kanban board that actually fits your workflow: Saved → Applied → Phone Screen → Interview → Offer. Drag, drop, done.

Saved12
Sr. PM
Stripe
Applied8
Staff Eng
Anthropic
EM
Linear
Phone3
Sr. Eng
Vercel
Onsite2
Staff
OpenAI
Offer1
Sr. PM
Notion

Target companies

Keep a tiered list. Watch new openings. Skip the cold-feeling spreadsheet.

AAnthropic3 open
AStripe7 open
BLinear2 open
CNotion

Calendar export

Push interview prep notes straight to the event — Google, Outlook, or an .ics for any calendar. Your dossier travels with the meeting.

Thu · Mar 142:00 – 3:00pm
Anthropic · 2nd Round w/ Sarah
📎 Prep dossier · 12 questions

Fast by default

Full analysis in under 3 seconds. No "we'll email you when it's ready." It's ready.

2.4s
Pipeline view

Every application, end to end.

Drag a card to move it through your funnel. Try it — this one's live.

Saved3
Director of Product
Vercel
78Remote
Sr. PM, Growth
Stripe
82Hybrid
Head of Eng
Linear
71Remote
Applied3
Staff SWE, Inference
Anthropic
87Remote
Sr. PM, Platform
Figma
84SF
Eng Manager
Notion
79Remote
Phone Screen2
Staff Eng, Search
OpenAI
91SF
Sr. Eng, Platform
Cursor
88Remote
Interview1
Sr. Staff PM
Vercel
86Onsite Thu
Offer1
Staff Eng, Infra
Anthropic
92$340k
Pricing

Free to try. Cheap to commit.

A few hours less spent on each application × dozens of applications. The math is obvious.

Free
For when you're just starting to look.
$0/forever
No credit card required
  • 20 AI runs per month
  • Up to 5 active applications
  • Fit score · tailored resume · cover letters
  • Researched interview prep
  • Kanban + company tracker
Just got laid off? Email us for 3 months of Pro free.

Stop applying. Start landing.

The next interview is the only one that matters. Show up ready.

Made for the laid-off, the burnt-out, and the quietly looking.