Handshake AI is a new business line from the Handshake career platform that connects highly educated experts (often PhDs and grad students) with top AI labs to train and evaluate large AI models, while also exploring AI products for recruiting and outreach workflows.

What is Handshake AI?

At its core, Handshake started as a student and early-career job platform linking universities, students, and employers at large scale. In 2024–2025, the company spun up “Handshake AI” as a dedicated unit focused on AI model training and AI-powered talent tools, effectively becoming part of the infrastructure behind frontier AI systems.

The move came after AI data-labeling firms and labs began using Handshake’s network to find PhDs and specialists not for traditional jobs, but to provide expert feedback to large language models (LLMs).

How Handshake AI works (expert network for AI labs)

Handshake AI leverages the platform’s verified academic user base to match AI labs with domain experts.

  • Handshake reports:
    • Over 18 million users (students, alumni, professionals).
* Around 3 million users with graduate degrees.

* More than 500,000 users with PhDs.

These users can be engaged for:

  • Creating and refining high-quality prompts for AI models.
  • Rating, ranking, and critiquing AI responses (human feedback).
  • Providing domain-specific tasks in fields like software engineering, law, finance, education, pharma research, music theory, and literature.

Experts typically work on a gig-style basis, with compensation ranges reported around 30–160+ USD per hour depending on specialty and project.

In practice, you might imagine a physics PhD designing tough technical problems and scoring an LLM’s answers so the model can be tuned to handle similar questions for future users.

Why AI labs care about Handshake AI

Handshake’s pitch is that it can deliver verified expertise at scale, rather than anonymous crowd work.

Key points labs care about:

  • Verification: Users are linked to universities via .edu emails and registrar integrations, so a “PhD in physics” is far more likely to be genuine than on open gig platforms.
  • Quality training data: Expert-written prompts, solutions, and evaluations can significantly improve LLM performance on complex tasks.
  • Operational convenience: Handshake handles sourcing, onboarding, quality control, and aggregation of annotations into datasets, acting as a managed service.

Commercially, engagements often start as paid pilots (hundreds of thousands of dollars) and can scale into multi-million-dollar recurring data contracts if they improve model metrics.

Business side and “latest news” angle

From a business perspective, Handshake AI has grown extremely fast and is reshaping the company:

  • Within about eight months, the AI unit reportedly reached a 100 million USD annualized revenue run rate, which is unusually rapid for SaaS-style businesses.
  • Leadership has described this as a “re-founding” of the company, with AI becoming as important—or more important—than the original recruiting business.
  • The growth coincides with a broader shake-up in the AI data-labeling market, where players like Scale AI, Surge AI, and others are competing for large contracts, and Handshake is positioning itself as a trust-and-expertise focused alternative.

There are also online forum discussions and some critical posts, including claims from individuals who feel certain projects or recruiting practices around Handshake AI are confusing or even “scammy.” These are subjective takes from specific communities rather than formal investigations, but they’re part of the current “trending topic” conversation around the brand.

Other products with similar names

If you’re searching “what is handshake ai,” note that there are other AI tools with similar branding:

  • A video-reviewed “Handshake AI” outreach/lead-generation tool focused on cold email and personalization for agencies and sales teams.
  • An “AI Handshake Photo Generator” that uses AI to insert realistic handshake images and gestures into photos for business/social media visuals.

These are separate from Handshake’s official AI data-labeling and expert network business tied to the university career platform.

Mini FAQ

Is Handshake AI just a rebrand of the job board?
No. It builds on the same network, but functions as a new division focused on AI model training and potentially AI-powered recruiting tools, rather than just job postings.

Who can work for Handshake AI?
Typically graduate students and PhDs across many disciplines who already use Handshake; they’re selected and onboarded into AI “fellow” or expert-style roles for specific lab projects.

Is it legit?
Handshake itself is an established, venture-backed platform; the AI arm is a new but fast-growing business line. Online forums include both neutral questions and skepticism, so anyone considering work should read project details carefully and evaluate pay, scope, and contracts like any other gig.

Information gathered from public forums or data available on the internet and portrayed here.