Shape the future of AI 
with your expertise, 
on your terms.

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About SME Work

What is SME Work?

SME Work empowers subject matter experts to shape how AI learns and grows.
We connect skilled professionals to flexible, purposeful projects that power the next generation of AI.
Through human-in-the-loop development, your expertise and judgment influences how AI is trained and evaluated.
You help ensure that AI is more accurate, fair, and useful every day.
Built for experts: Apply your specialized knowledge to real-world AI development in fields like computer science, creative writing, linguistics, and more.
Work when you want: Choose when to work. Fit projects around your life, not the other way around.
Clear tasks, clear pay: Every project has defined guidelines, transparent rates, and consistent monthly payments.
Make a real impact: Your work drives how AI understands and interacts with the world.
Join a thriving community: Collaborate with skilled professionals advancing AI, together.
Application Process

How do I apply?

Submit your application

Share your background, areas of specialization, and relevant experience.

Complete a skills assessment and interview

Demonstrate your proficiency through a brief evaluation aligned with your interests.

Await project opportunities

If approved, we’ll notify you when relevant projects become available.

Begin contributing

Read project guidelines, complete tasks, and submit your work through the platform.

Get paid monthly

Receive fair, timely compensation based on clearly outlined project rates.
Work

What work will I do?

You’ll work on human-in-the-loop (HITL) projects that fall into two main categories:
SFT
Supervised Fine-Tuning
  • You’ll generate model prompts and responses from clear guidelines.
  • Your work teaches the model how to behave by demonstrating the right examples.
RLHF
Reinforcement Learning from Human Feedback
  • You’ll rank or rate multiple model responses to the same input.
  • Your judgments help align the AI’s behavior with human preferences.
  • This step adds a layer of nuance and human values to the model’s decision-making process.
Roles

What does professional 
growth look like?

SME Work offers a clear path for professional growth, allowing you to advance your impact and responsibilities over time:

Data Trainer

As a data trainer, you’ll contribute directly to model development by completing structured tasks. Accuracy, consistency, and attention to detail are key.

Quality Analyst

With strong performance, you can move into a Quality Analyst role. Here, you’ll review the work of other trainers, provide feedback, and ensure that tasks meet project standards. This role requires deep understanding of guidelines and sound judgment.

Quality Assurance Lead

As a lead, you’ll oversee overall production and quality across projects. You'll execute operational processes, resolve escalations, and work closely with our team to maintain consistent results at scale.

Questions and
Answers

What is SME Work?
What kind of work will I do?
Is the work flexible?
How do I begin?
Can I grow within SME Work?