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Generalist turing

Certified Chef Consultant – AI Research & Annotation Project

Turing • Remote

Education

Not stated

Type

Hourly

Pay Rate

$15–$30/hr

Our estimate. Turing doesn't publish a rate for this role. How we estimate

Listed

24d ago

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About this role

From the Turing listing

About Turing:Based in San Francisco, California, Turing is the world’s leading research accelerator for frontier AI labs and a trusted partner for global enterprises deploying advanced AI systems. Turing supports customers in two ways: first, by accelerating frontier research with high-quality data, advanced training pipelines, plus top AI researchers who specialize in coding, reasoning, STEM, multilinguality, multimodality, and agents; and second, by applying that expertise to help enterprises transform AI from proof of concept into proprietary intelligence with systems that perform reliably, deliver measurable impact, and drive lasting results on the P&L.

Role Overview

We are seeking experienced and certified Chefs to support an AI research initiative focused on improving visual reasoning and annotation quality for culinary-related educational content. You will use your professional expertise to evaluate, annotate, and reason through image-based and textual culinary data.

What does day-to-day look like

  • Provide expert annotations and insights / Reasoning on food images and related educational materials.
  • Review and assess visual outputs for accuracy and realism.
  • Collaborate with researchers to refine AI models for culinary understanding.

Candidate Requirements

  • Valid culinary certification and/or license from a recognized institution.
  • Currently employed or actively working in the culinary industry.
  • Strong understanding of food preparation, plating, and culinary presentation.
  • Comfortable working independently with minimal supervision.
  • Prior experience with annotation, content evaluation & Reasoning, or training datasets is a plus.

Perks of Freelancing With Turing

  • Work in a fully remote environment.
  • Opportunity to work on cutting-edge AI projects with leading LLM companies.
  • Potential for contract extension based on performance and project needs.

Offer Details

  • Commitments Required : at least 4 hours per day and minimum 20 hours per week with 4 hours of overlap with PST. (We have 2 options of time commitment: 20 hrs/week or 40 hrs/week)
  • Engagement type  : Contractor assignment/freelancer (no medical/paid leave)
  • Duration of contract : 4 months

Requirements

  • Must be eligible to work in Remote
  • Fluent proficiency in English (Written & Verbal)
  • Reliable high-speed internet connection

How long hiring takes

Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.

Within 2 weeks
~25%
Within 6 weeks
~60%
Within 3 months
~80%

Why this role

This Certified Chef Consultant – AI Research & Annotation Project position asks for solid Generalist knowledge. The AI training workflow itself gets taught on the job.

Skills and categories

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Common questions

How and when does Turing pay contractors?

Monthly, in USD, via Deel, Payoneer, or direct bank transfer. You're engaged as an independent contractor responsible for your own local taxes. Plan your cash flow around a monthly cycle if you're used to weekly payouts elsewhere.

Do I need to be a software engineer to work for Turing?

No, not anymore. Turing built its name matching senior engineers with Silicon Valley companies, but it has since expanded into AGI infrastructure work and now hires non-engineering domain experts, technical writers, and researchers for post-training data annotation and RLHF. A strong analytical background and excellent English matter more than coding ability.

Is AI training work the same as traditional consulting?

No. Instead of client deliverables, you're given complex scenarios to evaluate: grading the AI's logic, correcting its hallucinations, and supplying expert-level reasoning it doesn't have on its own. The job is closer to teaching than consulting.

Why do these AI training roles pay so much?

Because general knowledge isn't what's being tested. The model already knows the basics; what it needs is expertise on edge cases, the rare, difficult, highly technical judgment calls only a senior professional in the field would make correctly.

What does Generalist work look like for a Certified Chef Consultant – AI Research & Annotation Project?

Tasks here are scoped to Generalist, not generic labeling. As a Certified Chef Consultant – AI Research & Annotation Project, 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?

Coding, Data Annotation, and Entry Level 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?

The listing doesn't state a rate. The $15–$30/hr shown here is our estimate from the role type and location (see /pay-methodology), so treat it as a rough guide and confirm the actual rate with the platform before committing time.

What happens when I click Apply on this listing?

You'll be taken to Turing'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.