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The Level notebook

Useful answers for people figuring out AI work.

Clear answers about AI work, backed by live job data and refreshed as the market changes.

Browse live jobs

Guide

AI nursing jobs

AI nursing jobs exist, but they are a narrow corner of the AI job market: 1,833 healthcare postings are live in a catalogue of 182,590, and 92.7% of them are…

· 5 min read

Guide

AI sales jobs

AI sales jobs are one of the largest groups in the AI job market: 18,103 sales postings are live at companies that build or adopt AI, out of 182,590 in the…

· 5 min read

Guide

AI product manager

AI product manager roles are easier to count by the work than by the title: 340 live postings put AI, ML, LLMs or agents in a product manager title, while…

· 5 min read

Guide

Research scientist salary

Research scientist salary, read from the ranges employers publish rather than from a survey: research scientist, researcher and research engineer postings show…

· 5 min read

Guide

How to become an AI engineer

How to become an AI engineer starts with where the jobs are: 738 live postings titled AI engineer are open in this catalogue, and 7,590 postings across every…

· 5 min read

Guide

Anthropic salary

Anthropic salary ranges are printed in the postings themselves: 530 of 675 live Anthropic postings publish a USD range, with a median maximum of $385,000 and a median floor of $305,000.

· 5 min read

Guide

MLOps engineer

MLOps engineer is a small title in this catalogue: 140 live postings titled MLOps, ML platform or ML infrastructure are open, against 682 titled machine learning engineer.

· 5 min read

Guide

Data annotation jobs

Data annotation jobs are paid work labeling, rating, and correcting the data that AI models learn from. 78 live postings in the catalogue carry an annotation…

· 5 min read

Guide

Is data annotation legit?

Is data annotation legit? As a line of work, yes: 78 live data annotation postings in the catalogue come from named employers, led by xAI, and each posting links back to its employer.

· 5 min read

Guide

Is Outlier AI legit?

Is Outlier AI legit? Outlier describes itself as a platform operated by Scale AI, publishes its payment schedule, and shows the rate before a task starts.

· 5 min read

Guide

AI internships

AI internships are student and early-career roles where AI is part of the work, from model research to using AI tools in marketing or operations. 8,442 live…

· 5 min read

Guide

What is a forward deployed engineer?

A forward deployed engineer is a software engineer placed with a customer to make a product work on that customer's data, systems, and deadlines.

· 6 min read