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Generalist turing

Domain Expert- Music

Turing • Remote

Education

Master

Type

Hourly

Pay Rate

$30–$70/hr

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

Listed

26d 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 a highly qualified Music Domain Expert to evaluate and improve Large Language Models (LLMs). You will design challenging prompts, assess factual accuracy and reasoning, and identify knowledge gaps within music theory, genres, composers, artists, production, instruments.

Key Responsibilities

  • Create advanced prompts covering music theory, genres, composers, artists, production instruments.
  • Evaluate AI-generated responses for factual accuracy, reasoning quality, completeness, and nuance.
  • Identify hallucinations, logical inconsistencies, outdated information, and edge cases.
  • Develop benchmark datasets and adversarial test cases.
  • Provide evidence-based feedback with reliable references.
  • Collaborate with AI researchers to improve model performance.
  • Maintain high annotation quality and documentation

Minimum Qualifications

  • Master's degree or higher in any field; degrees in Music, Music Theory, Musicology, Ethnomusicology, Music Education, Music Production, Audio Engineering, Performing Arts, or other music-related disciplines are preferred.
  • Strong knowledge of music, including music theory, composition, genres, composers, artists, instruments, music history, production techniques, notation, and contemporary music trends.
  • 3+ years of relevant professional experience, preferably in music education, performance, composition, music production, journalism, research, content creation, audio engineering, or a related field.
  • Excellent written English, research, and analytical skills.
  • Strong attention to detail and ability to evaluate music-related information accurately, identify factual inconsistencies, and assess reasoning across diverse musical topics.

Preferred Qualifications

  • Experience with LLMs, Generative AI, prompt engineering, or AI evaluation.
  • Published research, industry recognition, or teaching experience is a plus.
  • Ability to work independently and provide objective, evidence-backed reviews.

Offer Details

  • Commitments Required: 40 hours per week with at least 4 hours PST overlap
  • Employment type  : Contractor assignment (no medical/paid leave)
  • Duration of contract : 8 weeks.Application Process
  • Complete the assessment shared with you.
  • Our team will evaluate your submission.
  • Selected candidates will be contacted regarding the next steps.

Requirements

  • Business Analysis
  • Must be eligible to work in Remote

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 Music Domain Expert role covers evaluating AI-generated answers on music theory, history, and artists for accuracy, and for pinpointing where a model's musical reasoning falls apart under scrutiny. It suits people with formal training or professional experience in music.

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.

What does task-based AI training work look like?

Practical, hands-on data work: recording short videos, categorizing images, rating text responses, or analyzing data. Tasks are designed to be short and distinct, typically 5 to 60 minutes each.

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 Domain Expert- Music?

Tasks here are scoped to Generalist, not generic labeling. As a Domain Expert- Music, 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?

Business Analysis, English, and Expert 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 $30–$70/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.

Do I need a Master's to qualify?

This role lists a master's degree as a requirement. In practice, the domain assessment is the real gate. If you can pass it, the degree is usually secondary. However, some platforms verify credentials formally, so list your actual qualifications accurately on your profile.