Scale AI Jobs: Corporate Roles, Outlier, and Remotasks Explained

Quick answer: “Scale AI jobs” covers three different things: salaried corporate roles at Scale AI, contributor work on Outlier (its text-and-reasoning AI-training platform), and labeling work on Remotasks (its visual-annotation platform). Corporate roles are applied for on Scale’s official careers page; contributor work starts with a free signup and skills assessment on Outlier’s or Remotasks’ own website.

If you searched “scale ai jobs,” you probably meant one of three different things without knowing there were three. This page sorts out what each one is and how each application process works.

First, the corporate structure in plain words

Scale AI is a data company: it supplies labeled and human-refined training data to the AI labs building large models. In June 2025, Meta bought a minority stake in Scale AI — a minority stake, so Scale continues to operate as its own company.

Scale runs two contributor platforms that individuals can join: Outlier, which handles text and reasoning work, and Remotasks, which handles visual labeling. Both belong to Scale, but they’re separate platforms with separate signups and separate kinds of work — which is exactly why “scale ai jobs” is such a mixed search result. People land on Outlier pages, Remotasks pages, and corporate careers pages all at once.

Door 1: Corporate jobs at Scale AI

These are salaried positions — software engineering, operations, research, product, sales — with the application process any tech company uses: browse current postings on Scale AI’s official careers page and apply there. Requirements vary by role and are listed on each posting. This site focuses on the contributor side, since that’s where students and beginners can start without a traditional hiring pipeline; if a salaried role is what you want, the careers page is the only door.

Door 2: Outlier — text and reasoning work

Outlier is Scale’s contributor platform for AI-training work: rating and ranking AI responses, writing the ideal answer a model should have given, fact-checking outputs, and evaluating code, math, and STEM problems. It’s remote independent-contractor work on your own schedule. General tasks don’t require a degree, while degrees and technical skills open up additional project types.

For what a day of this work actually involves, task by task, see AI training jobs. For what this role type pays across the industry — entry-level AI-training work typically lands in the $15–30/hour range industry-wide, with technical and specialist tiers higher — see AI trainer salary.

Door 3: Remotasks — visual labeling work

Remotasks is Scale’s platform for visual annotation: image and video labeling, 2D and 3D annotation, and lidar point-cloud tagging for self-driving datasets, plus smaller microtasks. It’s the visual sibling to Outlier’s text work. Training modules for each task type come before paid work, so expect an onboarding phase where you learn the tools and rubrics.

Visual annotation as a role type — what it involves, who it suits, and what it pays industry-wide — is covered in data annotation jobs and data annotation salary.

How the contributor application process works

Both platforms follow the same general shape:

1. Sign up free on the official website — Outlier’s or Remotasks’ own domain. There is never a fee to join.
2. Complete profile and identity steps as prompted.
3. Pass a skills assessment. Contributor work is gated by assessments rather than resumes: each project type has its own qualification test, and passing it unlocks that queue.
4. Work per project. Available tasks depend on current client demand and which assessments you’ve passed, so volume varies over time.

How to improve your odds

• Take the assessments seriously. They’re the whole hiring process. Read instructions fully, work slowly on the first attempts, and follow the rubric literally.
• Lean into any technical skill. Coding, math, and STEM coursework qualify you for more project types on the text-and-reasoning side.
• Diversify. Task volume on any single platform rises and falls with client demand, so most experienced contributors keep accounts on more than one platform. The wider field is mapped in entry-level AI jobs.
• Keep your own records of hours worked and tasks completed, as you would with any independent-contractor work.

A safety note

Well-known platform names attract impersonators. The generic rules apply: real platforms don’t recruit you cold over WhatsApp, Telegram, or text; they never charge a signup fee; they never ask you to deposit a check or share bank logins; and buying or selling “verified” accounts is fraud, not a shortcut. Apply only through official websites. The full red-flag checklist is in is data annotation legit.

FAQ

How do I apply for Scale AI jobs? Corporate roles: through Scale AI’s official careers page. Contributor work: sign up directly on Outlier’s or Remotasks’ own website — signup is free, followed by per-project skills assessments before paid work begins.

Does contributor work require a degree? No — general tasks on both Outlier and Remotasks hire on assessments, not diplomas. A degree or technical skills (coding, math, STEM) unlock additional project types on the text-and-reasoning side.

What’s the difference between Outlier and Remotasks? Same parent company, different work. Outlier is text and reasoning: rating AI responses, writing reference answers, and coding/STEM evaluation. Remotasks is visual: image, video, and 3D/lidar annotation. They have separate signups and separate assessments.

What does this kind of work pay? It varies by project and platform. Industry-wide, entry-level data annotation typically pays around $10–20/hour and AI-training/evaluation work around $15–30/hour, with technical tiers above that — see data annotation salary and AI trainer salary for the full role-level picture.

Related guides

• AI training jobs — what RLHF and evaluation work is, task by task.
• Data annotation jobs — the visual-labeling role type in depth.
• Is data annotation legit? — the category-level trust check and scam checklist.
• Entry-level AI jobs — the full ladder of no-degree AI work for students.