Music Producer | $65/hr Remote

Music Expert Evaluation & Annotation (Generative Music) Work Snapshot Type: Contract Commitment: Part-time, flexible hours Pay: $30 $65/hour What You'll Be Doing Evaluate pairs of model-generated tracks against the same prompt, scoring each on faithfulness, instruction-following, audio fidelity, vocal quality, and musicality with written rationale Write precise, schema-consistent music captions covering genre, instrumentation, structure with timings, key, tempo, feel, and production era Perform word-level lyric alignment (karaoke-style), correcting transcripts for dropped or looped words and flagging pronunciation and repetition artifacts Apply structured rubrics consistently across diverse genres and languages, producing clear, falsifiable justifications for every judgment What We're Looking For Strong experience in critical listening and musical analysis across multiple genres and languages Strong experience in applying structured evaluation frameworks and articulating technical quality assessments in writing Strong experience as a trained musician, producer, or musicologist with an ear for production quality and on-spec output Bonus: production/mixing background, formal music theory training, or multilingual lyric fluency Application Process Complete the application form and submit the required information. Applications will be reviewed based on the role requirements. Eligible candidates will receive an inmail with instructions to continue the application process. Follow the instructions in the inmail to complete the remaining application steps.

Evaluate model-generated music tracks based on various criteria and provide written justifications. Write detailed music captions and perform lyric alignment while applying structured rubrics across genres and languages.

Candidates should have strong experience in critical listening and musical analysis, as well as in applying structured evaluation frameworks. A background as a trained musician, producer, or musicologist is essential, with additional skills in production or music theory being a bonus.

Identified from the job description. Confirm important requirements above.

• Critical Listening
• Musical Analysis
• Evaluation Frameworks
• Technical Quality Assessments
• Music Production
• Musicology
• Production Quality
• Lyric Alignment
• Transcription Correction
• Genre Knowledge
• Instrumentation Knowledge
• Music Structure
• Formal Music Theory
• Multilingual Fluency
• Audio Fidelity
• Vocal Quality

Minimum experience

5+ years