RustLabs AI

Expert network connecting domain experts with AI labs to build training data. $20 to $100+/hr, 100% remote. 2,500+ experts on its rustBench platform across six fields.

AI Training AI Training Data / Expert Network / RLHF
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Remote-First (Global Expert Network) HQ

What is RustLabs AI?

RustLabs AI is an expert network that pays verified domain experts to build training and reinforcement-learning data for AI labs. The pitch is straightforward: "Small AI labs are building their own models, and they need data from people who know a subject cold." Experts apply, prove their expertise, get matched to a lab, and pick up task-based projects on the company's experts platform, called rustBench, which advertises 2,500+ experts already onboarded. Work spans six domains: software engineering (coding tasks and debugging), finance and accounting (modeling and analysis), ML engineering (building evals, writing rubrics, reviewing training data and model pipelines), science and STEM (physics, chemistry, and math reasoning), legal (contracts, case law, and policy), and medical (clinical reasoning, diagnosis, and medical literature). Pay is 20 to 100+ USD per hour, the work is 100% remote and done on the expert's own schedule, and projects are task-based rather than a fixed weekly commitment. The company has publicized at least one named partnership, a collaboration with ViaTouch to train retail AI and IoT self-checkout systems. RustLabs AI does not publicly list its founders, headquarters, headcount, or funding, so treat it as an early-stage operator in the fast-growing expert-data-labeling space alongside peers like Mercor, Pareto, and AfterQuery. Note this is unrelated to rustlabs.com, the Rust video-game item wiki.

Mission & values

Get paid to teach AI what you know: connect domain experts with the AI labs that need their knowledge to build better models.

Qualifications

RustLabs AI recruits verified domain experts, not general microtaskers. The qualification bar is proof of real expertise: "a GitHub, a paper, a portfolio, whatever proves you know your field," followed by a calibration or starter assessment task before you begin paid project work. Accepted fields are software engineering, finance and accounting, ML engineering, science and STEM (physics, chemistry, math), legal, and medical. The strongest fit is people with genuine professional or research depth in one of those areas who can articulate reasoning clearly in writing, since much of the work is producing high-quality reasoning traces, rubrics, and evaluations for model training. All work is 100% remote and flexible; you pick up projects on rustBench on your own time. Apply at experts.rustlabs.ai.

Hiring process

  1. 1

    Apply with proof of expertise

    Submit an application at experts.rustlabs.ai showing you know your field: a GitHub, a published paper, a portfolio, or equivalent evidence of real professional or research depth.

  2. 2

    Calibration / starter assessment

    Complete a starter calibration task that checks the quality and rigor of your work against the platform's standards for your domain.

    About 5 days

  3. 3

    Get matched to a lab

    Approved experts are matched to an AI lab and gain access to relevant projects and environments on the rustBench platform.

    About 7 days

  4. 4

    Start projects and get paid

    Pick up task-based projects on your own schedule and get paid hourly. Higher-quality work unlocks more and better-paid projects over time.

Funding

Investors
No publicly-reported funding; early-stage expert-data network

Awards & recognition

  • 2,500+ experts onboarded to the rustBench platform · 2026

    RustLabs AI

  • ViaTouch partnership to train retail AI and IoT self-checkout · 2026

    RustLabs AI

Company information

Frequently asked questions

What is RustLabs AI?
An expert network that pays verified domain experts to build training and reinforcement-learning data for AI labs. Experts pick up task-based projects on its rustBench platform, which advertises 2,500+ experts.
What fields does it hire?
Six domains: software engineering, finance and accounting, ML engineering, science and STEM (physics, chemistry, math), legal, and medical. It targets people with genuine professional or research depth, not general microtaskers.
How much does it pay?
$20 to $100+ per hour depending on domain, difficulty, and demonstrated expertise. Higher-credential fields like medical, legal, and advanced STEM sit toward the top of the range.
How do I qualify?
Prove your expertise with a GitHub, paper, portfolio, or similar, then pass a calibration or starter assessment. After that you are matched to a lab and can pick up projects.
Is the work remote?
Yes, 100% remote and done on your own schedule. Projects are task-based rather than a fixed weekly commitment.
Is this the same as rustlabs.com (the Rust game wiki)?
No. RustLabs AI (experts.rustlabs.ai) is an AI expert-data network. It is unrelated to rustlabs.com, the item and crafting wiki for the Rust video game.

Stay in the loop.

One email per week, 5 hand-picked roles.