Independent technical audit

job.careers

Overall AI readiness score

A combined result across all audit signals.

Excellent

AI readiness audit: 8/30/2026Public technical data

Overall AI readiness assessment

How ready job.careers is for AI systems

82/100

Curated AI Jobs (job.careers) received an AI-readiness score of 82/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was not found, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 90%; Schema.org types included Organization, WebSite and 6 OpenGraph tags were detected. Results reflect the public site response observed on 2026-08-30T02:16:25.002Z.

Audit context

llms.txt is accessible and contains 586 tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. The homepage exposes Schema.org types Organization, WebSite; 6 OpenGraph tags were found and markup completeness is 90%.

The mobile Lighthouse profile adds Performance 60/100, Accessibility 78/100, Best Practices 100/100, SEO 100/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.

Confirmed strengths

Accessible llms.txt
1 sitemap declaration
Schema.org: Organization, WebSite
Complete social metadata

Priority improvements

1Add llms-full.txt for richer first-party context.
2Reduce mobile rendering delay and main-thread work.
3Clarify semantics, labels, and interactive states.

llms.txt tokens586

llms-full.txt tokens—

ai.txt

sitemap.xml

Google Lighthouse technical profile

A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.

Mobile · Lighthouse

Performance

Accessibility

100

Best Practices

100

Technical SEO

Agentic Browsing

What these results mean

Mobile performance is 60/100, with the largest visible content block appearing in 8.6 s and the browser main thread blocked for 150 ms. Layout shift was 0. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.

Accessibility scored 78/100, Best Practices 100/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 67/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.

Free the main thread and accelerate the first view

Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.

Reduce code that loads without helping the page

Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.

Reduce network delay

Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.

Make controls unambiguous

Give buttons and links accessible names, associate labels with fields, and use ordered headings and semantic regions. The same structure helps screen readers and software agents understand actions.

FCP3.9 s

First content

LCP8.6 s

Main content

CLS0

Layout stability

TBT150 ms

Blocking time

SI6.1 s

Visual speed

Metric glossary

FCP · First content: When the first text or image appeared on screen.
LCP · Main content: When the largest visible element in the first viewport rendered.
CLS · Layout stability: How much content shifted unexpectedly while loading; lower is better.
TBT · Blocking time: How long the browser main thread could not respond quickly to input.
SI · Visual speed: How quickly the visible viewport filled with content.

8/30/2026Lighthouse 13.4.1Mobile profile

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://job.careers/llms.txt

llms-full.txt

Full version was not found

ai.txt

ai.txt file was not found

robots.txt

File found

https://job.careers/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Types: Organization, WebSite

OpenGraph90%

6 OG tags found

AI bot access

Based on robots.txt analysis

GPTBotNot mentioned

OAI-SearchBotNot mentioned

ChatGPT-UserNot mentioned

Google-ExtendedNot mentioned

ClaudeBotNot mentioned

Claude-SearchBotNot mentioned

Claude-UserNot mentioned

BytespiderNot mentioned

CCBotNot mentioned

PerplexityBotNot mentioned

Perplexity-UserNot mentioned

Sitemaps

Declared discovery routes for crawlers and agents.

https://job.careers/sitemap.xml

OpenGraph tags

Social preview metadata found on the homepage.

Markup completeness: 90%

og:typewebsite

og:urlhttps://job.careers/

og:titleAI Jobs — Machine Learning, LLM & Data Science Careers | Curated AI Jobs

og:descriptionFind AI and machine learning jobs at the world

og:site_nameCurated AI Jobs

og:imagehttps://job.careers/assets/images/bg.png

Schema.org markup

Structured entities and properties exposed on the homepage.

Types found: 2 · Properties: 5

OrganizationWebSite

nameCurated AI Jobs

urlhttps://job.careers/

descriptionA job board for careers in AI and machine learning, sourced directly from the world's leading AI companies.

logohttps://job.careers/public/icon-512.png

potentialAction{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://job.careers/search/?q={search_term_string}

# Curated AI Jobs

> Curated AI Jobs is a dedicated job board for careers in artificial intelligence and machine learning. We curate roles — in ML engineering, LLMs & NLP, computer vision, AI research, MLOps, and data science — sourced directly from the world's leading AI companies.

Unlike generic aggregators, every listing on Curated AI Jobs is pulled straight from AI companies' official career pages (via applicant tracking systems such as Greenhouse, Lever, and Ashby). That means fresh, accurate roles with a real apply link to the employer — no duplicate content, no middlemen.

Our mission is simple: help talented people find their next role in AI, and help AI companies reach the talent building the future.

## Companies

Curated AI Jobs features roles from leading AI-native companies, including OpenAI, Anthropic, Databricks, Mistral AI, Scale AI, ElevenLabs, Figure, Together AI, Harvey, Cognition, Decagon, Sierra, Suno, Mercor, and Instabase — with new companies added regularly.

## Job Categories

- LLM & NLP
- Computer Vision
- ML Engineering
- AI Research
- MLOps & Infra
- Data Science
- Data Engineering
- Robotics
- AI Product
- Design
- Go-To-Market
- Operations & People

## Languages supported

English

## Main Navigation Links

* [Home](/): Latest AI & machine learning jobs
* [About](/about-us/): Our mission and how Curated AI Jobs sources jobs
* [Post a Job](/post-a-job/): For AI companies hiring talent
* [Contact](/contact-us/): Get in touch or list your company
* [Privacy Policy](/privacy-policy/): Curated AI Jobs privacy policy
* [Terms and Condition](/terms-and-condition/): Terms governing use of the site
* [FAQs](/faqs/): Frequently asked questions

## Sitemap

https://job.careers/sitemap.xml

## Bot Access Policy

Curated AI Jobs' preferences for AI/LLM access, training, and content usage:

- **User-agent: gptbot**
  Allow-Training: yes
  Allow-Retrieval: yes

- **User-agent: claudebot**
  Allow-Training: yes
  Allow-Retrieval: yes

- **User-agent: google-extended**
  Allow-Training: yes
  Allow-Retrieval: yes

- **User-agent: perplexitybot**
  Allow-Training: yes
  Allow-Retrieval: yes

- **User-agent: ccbot** (Common Crawl)
  Allow-Training: yes
  Allow-Retrieval: yes

### Default Rule for Unspecified or Future Bots

- **User-agent: \***
  Allow-Training: yes
  Allow-Retrieval: yes

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Added 8/30/2026