Terms of use

By using this site you agree to these terms.

The data is provided as is

The numbers on this site are derived automatically from companies' public job postings, read every night. They can be stale (a posting closes between our reads), incomplete (a company's board fails to load, or a company posts elsewhere) or wrong (a title is put in the wrong role family, a skill is tagged where it is not asked for). We publish how every number is made on the methodology page and correct errors when we learn of them, but we make no warranty that any figure is accurate, complete or current.

Not advice

Nothing here is career, legal, financial or immigration advice. Posted pay is the base range an employer advertises, not an offer and not total compensation. Decisions you make with this information are yours.

Job postings belong to the employers

Postings are listed so you can find them on the employer's own site. We do not represent the employers, cannot answer questions about their roles, and are not part of any application; the employer's own terms apply once you follow a link.

Citing and reusing the data

You may quote and cite the numbers on this site, including in articles, research and posts, as long as you name AI Career Atlas and link the page you quote — the methodology page gives a citation format. Please do not present the data as your own, or republish the site wholesale.

Accounts

An account is optional and free; you need one only to save roles, progress and interests. One account per person: keep your sign-in email and your Google account to yourself, since whoever can sign in to them can sign in here. You can delete your account at any time under Your data, which removes it and everything saved on it from the site's database, and we never bring a deleted account back; the privacy page says what an account keeps, and how long our backups hold a copy. We may close an account used to abuse the site. The data and the site stay as described above — an account changes what you can save, not what we promise about the numbers.

Learning links

Resources recommended on the learning map are chosen on quality alone. They are third-party sites with their own terms and prices; we are not responsible for their content. A video on the learning map plays in YouTube's own player, and by watching it there you agree to the YouTube Terms of Service.

Limitation of liability

The site and everything on it, the account included, are provided free of charge, as is and as available. To the extent the law allows, we are not liable for any loss that arises from using the site or relying on it: decisions made on its numbers, the site being unavailable, or the loss of anything saved on an account — saved roles, learning-map progress, interests — which we keep with care but cannot guarantee. Keep your own note of anything you could not do without.

What that does not cover, and cannot: we do not exclude liability for death or personal injury caused by our negligence, for fraud, or for anything else the law does not permit us to exclude. If you are a consumer, this section does not reduce the rights the consumer law of the country you live in gives you — where those rights give you more than this section allows, they apply.

Changes and contact

We may update these terms; the date at the top says when they last changed. Questions: support@aicareeratlas.com.