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Generalist terac

RL Environment Creation - World Building [Various Domains]

Terac • Remote

Education

Not stated

Type

Hourly

Pay Rate

$90/hr

Listed

38d ago

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About this role

From the Terac listing

What We're Researching

We're running a paid study on how professional work can be accurately modeled inside reinforcement learning environments. By building realistic scenarios from a wide range of fields, we can better train artificial intelligence systems to handle complex decision-making. Your expertise will directly inform the structure and logic of these simulated worlds.

Time Expectations

Minimum of 10 hours/week.

How It Works

During this remote session, you will interact with our reinforcement learning platform built to model professional work. You will be asked to map out common scenarios from your field, detailing the variables, constraints, and potential outcomes. The platform will guide you through building these simulated worlds while you explain your reasoning. You will also provide feedback on how accurate and easy to use the modeling tools are.

Who This Is For

We are looking for experienced professionals who know the day-to-day work in their field extremely well. We welcome professionals from a wide range of backgrounds and areas of expertise. A technical background or prior experience with AI platforms is helpful but not required.

Why this role

Few remote roles pay $90/hr for Generalist judgment on a schedule you control. This RL Environment Creation - World Building [Various Domains] position combines that income with direct exposure to how AI labs build training data.

Skills and categories

Explore other opportunities in related specializations:

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Common questions

Is Terac legitimate?

Yes. Terac is a funded, US-based marketplace with real AI-lab and market-research clients, not a task-mill. It verifies your identity and professional background before matching you to any paid work, which is stricter screening than most open task queues use.

How does Terac decide who gets matched to this listing?

You complete a short AI-driven interview, identity verification, and a domain-specific screening test once. After that, Terac matches verified candidates to paid studies that fit their profile instead of running an open queue, and pay is released once your submission on this listing is checked against the requirements above.

Is this kind of AI-training work on Terac steady, or does it come and go?

Project-based, not steady. Terac opens listings like this in bursts when an AI lab requests a specific batch, categorizing data, writing or validating coding tasks, creating expert-level problems, and closes them once the batch is filled or complete. Treat it as recurring gig income you requalify for each time, not a standing job.

Why does pay vary so much across Terac's AI-training listings?

Pay tracks verified expertise, not a platform-wide rate. Generalist labeling sits at a few dollars an hour; work gated behind a passed domain screening, like software engineering or STEM problem creation, pays task bounties well over $100. Check this listing's own rate above rather than assuming other Terac listings pay the same.

What does asynchronous AI training work mean in practice?

No set hours, no check-ins, no meetings. You log in when you want, pick up an available task, complete it, and submit; nobody is waiting on you in real time. That's different from remote employment, where you're expected online during business hours. The tradeoff: you're competing with others for available tasks, so an empty queue means there's simply nothing to do until more work is released.

What does Generalist work look like for a RL Environment Creation - World Building [Various Domains]?

Tasks here are scoped to Generalist, not generic labeling. As a RL Environment Creation - World Building [Various Domains], expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Generalist) rather than following a one-size-fits-all rubric. If you don't have hands-on Generalist background, this is likely not the right listing to start with.

What specific skills does this listing call for?

AI Training and Content Review are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.

How much does this specific role pay?

This listing is posted at $90/hr, an hourly rate. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.

What happens when I click Apply on this listing?

You'll be taken to Terac's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.