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Know your fit before you apply.

Open any LinkedIn job and Applyin scores it against your resume, then shows you exactly what to fix when the score is low. It all happens in a sidebar, right on the page.

3 free analyses on signup · No card required

linkedin.com/jobs/view/4102938
in

Senior Data Scientist

Applyin

Remote · Full-time

Easy ApplyOver 100 applicants
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About the job
Requirements
Applyin
Senior Data Scientist
Fresh
Your fit Apply Now
85 STRONG FIT
Same result within 24h
Skills
90%
Exp
100%
Gaps
3
Fixes
1
Strong overall fit for the Senior Data Scientist role at Applyin. Deep experience in machine learning and production data pipelines, with room to grow in large-scale experimentation.
Score breakdown
Skills match 35%90%
Experience 25%100%
Domain fit 20%50%
Qualifications 10%100%
Soft skills 10%85%
Fit analysisStrong
Skills gap3 gaps
Improvement plan3 actions
Resume improvements1 fix
Interview prep7 Qs ready
5
Reports on every job
3
Free analyses to start
24h
Free re-runs, cached
0
Charged for failed runs
The problem

Spraying applications doesn't work

Recruiters spend seconds on each resume. If the fit isn't obvious, you never hear back, and you never find out why. Applyin shows you the fit while the posting is still open.

Aim before you fire

See your score while you're still reading the posting, not after an evening spent tailoring a resume for a role that was never close.

One resume, every job

Upload once. Every LinkedIn job you open after that gets read and scored against it automatically, with no copy-paste.

Honest when it's a no

When the fit is weak, Applyin says so and shows which requirements you miss and what would move the number.

How it works

Set up once. Use it on every job.

Three steps, then it runs on every job you open.

1

Upload your resume

Drop a PDF once. Applyin parses your skills, experience level and certifications and keeps them ready for every role you check.

2

Open any LinkedIn job

Browse LinkedIn like you always do. The sidebar opens beside the description and reads the requirements on its own.

3

Get your score & playbook

Your match, your gaps, resume improvements and interview questions appear in seconds, before you decide to apply.

What you get

Five reports on every single job

Each run writes five short reports about you and this exact posting. None of it is generic advice.

Fit score

A score you can actually check

Every job gets a score from 0 to 100, weighted across skills, experience, domain, qualifications and soft skills. You see the exact breakdown, so you know why it's an 85 and not a 60.

85
Skills 35%
Experience 25%
Domain 20%
Soft skills 10%
Skills gap

See what you're missing at a glance

Applyin splits the required skills into what your resume already covers and what it doesn't, so a weak score is never a mystery.

Python, SQL & production ML pipelines
Snowflake & data governance
A/B testing at scale
Improvement plan

How to close the gap

Each gap comes with a concrete action, ranked by how much it moves this score.

High Run one A/B test end to end
Med Add a governance case study
Med Quantify pipeline impact
Resume improvements

Fixed for this job

Specific lines to reword, shown before and after, tied to the posting's exact wording, with an estimated ATS score for your resume.

Before Worked on data pipelines for analytics.
After Built Airflow pipelines processing 2M events/day, cutting latency from hours to minutes.
Interview prep

Walk in already knowing the questions

Questions come from the overlap between your resume and the posting, and from a live web search on how this company actually interviews. Each one includes a STAR guide for how to answer.

Role question · Likely

How would you design an A/B test for a new onboarding flow?

Fair by default

Built to respect your time and data

Cached for 24 hours

Re-open a job within a day and you get the same result at no cost.

Failed runs never charged

A credit is spent only when an analysis completes. A failed run costs nothing.

Private by design

Your resume is analysed per request, never sold or shared. Delete your data anytime.

Nothing to switch to

No dashboard, no extra tab. It all happens on the LinkedIn page you already have open.

FAQ

Good to know

Is Applyin affiliated with LinkedIn?
No. Applyin is an independent browser extension and isn't affiliated with, endorsed by, or sponsored by LinkedIn Corporation. LinkedIn is a trademark of its respective owner.
What happens to my resume and data?
Your resume is used to run the analysis you request and is processed under the consent you give at signup. It isn't sold or shared, and you can delete your account and data at any time.
Which job sites does Applyin work on?
Right now, Applyin works on LinkedIn job postings. Support for more job boards is on the roadmap.
Do credits expire?
Yes. Credits expire one month after purchase, so buy roughly what you expect to use over the next few weeks.
What if an analysis fails?
Nothing is deducted. A credit is only charged when an analysis completes, so a failed or rejected run costs you nothing.
Is there a free plan?
Yes. Every new account gets 3 free analyses on signup, no card required. After that, you top up with pay-as-you-go credits: 1 credit runs 1 analysis, and you only pay for the credits you buy.

Try it on the next job you open.

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