Hire verified AI experts in under 48 hours.

No bidding wars. No blind CVs. Post your AI task, review matched experts, and get work started — with people who've actually been assessed for the job.

For Experts
<0hr Avg time to hire
0% Verified experts
0$ Fees to hire
AI expert professional
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Traditional hiring breaks AI projects before they start.
Most platforms were built for general freelance work — not the precision AI delivery requires. The result? Wasted sprints, bad data, and missed launches.
Slow, noisy pipelines
Dozens of unvetted applicants. No way to assess skill before you commit.
Bidding drives down quality
Price wars reward the cheapest offer — not the most qualified expert.
No domain verification
Claiming AI expertise is easy. Proving it — on medical data, LLM eval, MLOp is different.
Weak data protections
Generic freelance platforms weren't designed to handle sensitive AI training data.

From post to productive in four steps.

Liceum.ai strips out the friction so you can focus on the work — not the sourcing.

01

Post your project

Describe the task, required skills, timeline, and any domain requirements. Takes under 10 minutes — and it's free.

02

Review matched applicants

Only verified experts who meet your requirements can apply. Review profiles, portfolios, and domain experience — no noise.

03

Run a sample task (optional)

For annotation projects, assign a short in-platform sample task before committing. See real output quality before you scale.

Unique to Liceum, assess before you hire
04

Send an offer and start

Agree on scope and price privately via chat. Send a project or milestone-based offer. Work starts once both sides accept.

01

Create your profile

Verify your identity, list your domain.

02

Browse projects

See real tasks that match your skills.

03

Apply and align

Connect with teams, agree on terms.

04

Deliver and get paid

Weekly for hourly work, on completion for fixed projects.

In-Platform Assessment

Don't guess. Test.

Before committing to an annotation project at scale, Liceum.ai lets you assign a short sample task directly inside the platform. Review real outputs — not just CVs.

In-Platform Assessment

Don't guess. Test.

Before committing to an annotation project at scale, Liceum.ai lets you assign a short sample task directly inside the platform. Review real outputs — not just CVs.

    Simple,
    transparent fees.

    Liceum.ai charges a 10% platform fee for workers, deducted at withdrawal. Company fees are also 10% per transaction. No hidden costs, no subscription required to post a project.

    10%
    Platform fee for
    workers @ withdrawal
    10%
    Company fees
    per transaction
    See full pricing →
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    Security & compliance

    Enterprise-grade protections. Ready on day one.

    Trust & Safety

    Built for Accountability. Designed for Confidence.

    Your data is encrypted, protected, and handled under strict privacy and security controls.

    liceum SOC II certified
    liceum GDPR compliant
    liceum CCPA compliant
    liceum ISO certified
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    How we handle your data?

    • liceum Share scope, domain, and timeline.
    • liceum No data is shared, sold, or used outside your workflow.
    • liceum All platform activity is encrypted in transit and at rest.
    • liceum You control who sees what, and when.

    NDA & IP protection

    Legal agreements are made directly between the hiring team and the expert — giving both parties full control over confidentiality, IP terms, and data access.

    • Use chat to document terms
    • Sign NDA before sharing assets
    • Define data scope in brief
    Download NDA template

    FAQ

    Hiring on Liceum. Your questions answered.

    No. There is no public bidding. Experts can apply if they meet your requirements, and you can choose based on fit and capability.

    You can review profiles, portfolios, and relevant experience, then chat with applicants to align on scope, pricing, and timelines. For data annotation, you can also assign a short sample task on the platform to assess real outputs before scaling.

    Yes. For data annotation projects, Liceum supports platform sample tasks through our task-based assessment feature. You can review before moving forward.

    Once experts apply, you can chat directly to confirm the scope and price. You then send an offer as a full project or by milestones. Work starts after both sides accept.

    Liceum supports payments through PayPal as of now, and more payout options like Google Pay and direct deposit will be added soon.

    No. Posting tasks and hiring are free.

    You can request revisions through chat. If there is still a disagreement, you can raise a dispute, and Liceum will step in to mediate and decide based on evidence and guidelines.

    NDAs and data access terms are arranged directly between the requester and the expert. Liceum provides a secure workflow space, but legal agreements are made between both parties.

    Client Outcomes

    Teams that hired smarter.

    A snapshot of what teams have shipped using Liceum.ai.

    Annotation
    <48hr
    Annotation throughput

    A health-tech team scaled medical image annotation from 2k to 6k labels/day by replacing a single generalist with 3 verified domain experts.

    LLM Evaluation
    40%
    Fewer hallucinations caught late

    An LLM product team ran structured red-teaming via Liceum experts, catching failure modes 2 sprints earlier than their previous process.

    ML Engineering
    11 days
    Faster first delivery

    A Series A startup hired a verified ML engineer within 36 hours and shipped their first model pipeline 11 days ahead of schedule.

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    Post your first project today.
    It takes under 10 minutes.

    No bidding. No blind CVs. Just verified AI experts, ready to work.