NewInterview prep that actually researches your interviewer

Get job-ready.
Not just application-tracked.

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 demo, no signup — or continue with Google to save your work.
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 · Full-timeJD · 1,840 wordsAnalyzed 2s ago
Fit ScoreAI+12 vs avg applicant
87/100
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 tracks the whole pipeline — from first paste to the interview, in one Kanban board.

STEP 01

Paste in.

Upload your resume once — it lives in your Resume Library. Then paste a job description, or just the URL, to open a new application. 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

Track it to the offer.

The application drops onto your Kanban board — Saved, Applied, Phone Screen, Interview, Offer. Pull tailored bullets, a real cover letter, and interviewer research whenever you need them, right from the card.

Tailored resume·DOCX
Cover letter312 words
Interviewer research12 Q · 3 people
Pipeline stage→ Kanban board
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 from your real experience — where a number would sharpen it, we prompt you for it instead of inventing one.

· Worked on backend stuff
· Rebuilt the model-serving backend for reliability and speed + add your metric

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 watchlist, flag who's hiring, and note your next move. Skip the cold-feeling spreadsheet.

AAnthropicHiring
AStripeHiring
BLinearLikely
CNotionWatching

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 seconds. No "we'll email you when it's ready." It's ready.

2.4s

Import from LinkedIn

Upload your LinkedIn data export and we build a résumé from your real work history — then tailor it for a role with a before/after you approve change by change. We read only your profile — never your messages or connections.

ZIPlinkedin-export.zipProfile · Positions · Skills
· Software Engineer, 2019–2024
· Backend Engineer — reframed for the target role [accept · edit · reject]

Discover roles & companies

Tell us your target and we surface roles worth your time and companies to watch — with a fit read on each — then pull them straight into your tracker.

Staff Platform Engineer· Ramp89
Senior Backend Engineer· Retool85
Infrastructure Engineer· Render82
Pipeline view

Every application, end to end.

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

Saved3
Marketing Manager
Shopify
78Remote
Data Analyst
Wayfair
74Hybrid
Finance Analyst
HubSpot
71Remote
Applied3
Software Engineer II
Atlassian
83Remote
Product Designer
Mailchimp
80Atlanta
Support Engineer
Zendesk
76Remote
Phone Screen2
DevOps Engineer
GitLab
85Remote
QA Engineer
Squarespace
81NYC
Interview1
Project Manager
Asana
84Onsite Thu
Offer1
Full-Stack Engineer
Webflow
88Remote
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? Get 30 days of Pro, free — start at layoff.guide. No card required.

Apply smarter. Prepare better.

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

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