Data Analyst
Nervia, Paris 11e, CDI, 50 à 60 k€
- You cover 3 of 3 required skills: SQL, Python, Power BI.
- The substance of the posting matches what you have actually done.
- You lack Kubernetes. The letter says so before they spot it.
Illustration: the postings Aptenda actually tracks, nearly all of them turned down.
Job search
Aptenda reads the market every night, turns down what is not worth your time and tells you why, then prepares the rest. A letter grounded in your own proof, a resume tailored to the target country.
126,019 postings tracked 146 countries 33 verified sources 358 employers watched live
The move
No auto-apply tool dares to write “do not answer that one”: their business rests on send volume. Yet it is the only information that actually saves you time.
Data Analyst
Nervia, Paris 11e, CDI, 50 à 60 k€
Analyste BI
Unnamed employer, Lyon, online for 134 days
Pulled and reposted 4 times since we started watching, and the ad itself says it is building a talent pool. Do not spend a worked letter on it.
Between a fifth and a third of online postings match no real opening.You cannot guess it by reading the ad: you see it by watching its HISTORY, day after day. That is what no newcomer catches up on from a standing start.
The letter
Every sentence rests on proof drawn from your resume. When a model rewrites for fluency, its output is re-read: a number absent from your record gets the whole rewrite rejected.
Hello,
The Nervia posting opens on making commercial data reliable before opening dashboards to the business. That is exactly the work I did at Groupe Berlac.
Reporting rebuilt on Power BI: 14 dashboards consolidated into 3, monthly production down from 6 days to 4 hours.
I have not worked with Kubernetes. If that is a blocker, tell me and I will not waste your time.
Camille Fournier
61% of hiring managers spend under thirty seconds on an obviously generated letter, against two to three minutes on one that sounds authentic. Aptenda measures twenty giveaway phrasings, and refuses to deliver below threshold.
The resume
Everyone shows an “ATS score”. Nobody shows what a machine actually managed to read. We do: we build the PDF, reopen it with a real parser, and list what comes back out, element by element.
What you send
Camille Fournier
Data Analyst, Paris, camille@exemple.fr, 06 12 34 56 78
Experience
Data Analyst, Groupe Berlac
March 2021 to present
• Reporting rebuilt on Power BI: 14 dashboards into 3, monthly production from 6 days to 4 hours.
What the machine recovered : 100 %
nom = Camille Fournier
email = camille@exemple.fr
tel = 06 12 34 56 78
employeur[0] = Groupe Berlac
dates[0] = March 2021 to present
competences = SQL, Python, Power BI, dbt
realisation[0] = 14 tableaux consolidés en 3…
41 elements checked, 41 found. The check knows how to say no: a scanned PDF is rejected.
And it changes shape by country
The market
These numbers come from our database as you load the page. A posting seen on four boards counts once, and postings that vanished no longer count. That is why they differ from job board counters.
In green: roles opened this week. The market by field and city
Speed
Nine interviews out of ten go to people who applied within twenty-four hours. Recruiters open the queue in order, invite three people, and the rest is never read. An excellent application arriving eightieth is not compared unfavourably: it is not compared at all.
Aptenda revisits the employers that concern you every few minutes. As soon as a posting appears and clears your threshold, the kit is ready: letter, tailored resume, form answers.
We tell you the real timing: “spotted by our radar 11 minutes ago”, never “published 11 minutes ago” when we do not know. The distinction changes what you can conclude.
Twelve applications a day at most, twenty-five on the Flash plan. This cap is not commercial: past it, quality drops and reply rate with it. A tool that let you send a hundred would be selling you your own exhaustion.
We know the send date and reply date of every application that leaves here. From those we derive, employer by employer, a reply rate and a median delay. Published only past a dozen applications: showing “0%” on three sends would be an accusation, not a measurement.
Understand
Between a fifth and a third of online postings match no real opening. Here is what they look like.
Nine interviews out of ten go to people who applied on day one. This is not about merit, it is about the queue.
Recruiters read less and less, parsers filter first. Here is what breaks machine reading, and how to check it yourself.
The problem is not using a machine to write. The problem is producing generic text, and it shows.
A photo on a US resume gets the file dropped. A German resume without one looks incomplete. This is not a detail.
Three minutes
PDF, Word, or pasted text. We show you your proof and your market before asking you anything. No payment to look.
No, and that is deliberate. Aptenda reads the market, turns down what is not worth your time and tells you why, then prepares the letter and the resume. Sending stays your move: an application that goes out unread shows, and you pay for it at the interview.
From 33 verified sources, read at the source and dated, across 146 countries. A posting that disappears from its source is closed here too: the catalogue does not keep dead jobs to look bigger.
Yes, and it follows the country of the JOB, not yours. Length, photo, date of birth, forbidden mentions: rules differ from one country to the next, and a French resume sent to Berlin gets dropped on form before it is read on substance.
No. The diagnosis is free: drop your resume and we show you your proof and your market before asking you anything. Paid plans make preparation faster; they do not unlock reading the market.
They stay on our server, in Europe, and are used only for your search. They are neither sold nor used to train a model. You can erase everything from your account, and the erasure is immediate.
We measured, tested and deployed Aptenda on our own job hunts before turning it into a product: in 2025 it tracked a single application, in 2026 it sweeps 146 countries and 88548 job titles every night, across 33 verified sources. Postings are not copied from an aggregator: they are read at the source, dated, and closed when they disappear.
The framework is not invented either: mobility across Europe runs through EURES, the European job portal; French job-search rules are published by the Ministry of Labour; and your rights as a jobseeker are set out on service-public.fr. When a rule differs from one country to the next - resume length, photo, forbidden mentions - we follow those sources, not a habit.
Written by Skander Mallek, founder of INEYA Studio, which builds Aptenda. Reviewed and updated on 2026-08-31. For information only, not legal advice. Any question: contact@ineya.studio.