Transcriber/Audio Annotation Trainer - Korean Language

About Turing:

Turing is one of the world’s fastest-growing AI companies accelerating the advancement and deployment of powerful AI systems.

Turing helps customers in two ways: Working with the world’s leading AI labs to advance frontier model capabilities in thinking, reasoning, coding, agentic behavior, multimodality, multilinguality, STEM and frontier knowledge; and leveraging that work to build real-world AI systems that solve mission-critical priorities for companies.

Role Overview:

We are building a highly accurate, evaluation-grade dataset of transcribed, multi-channel audio recordings to assess multilingual, multi-speaker AI systems. This project involves evaluating high-quality and realistic conversations representing diverse dynamics, contexts, and demographics.

What does day-to-day look like:

• Review and evaluate AI-generated transcriptions and diarization outputs to ensure exceptionally high accuracy and adherence to strict low error-rate (WER) targets.
• Validate whether transcripts correctly capture spontaneous, unnormalized speech while preserving natural conversational dynamics such as overlaps, interruptions, false starts, and disfluencies.
• Assess the precision of turn-level and word-level timestamps, as well as speaker identification, paying special attention to complex, overlapping dialogue.
• Comfortably read and validate underlying JSON-formatted outputs to ensure accurate metadata tagging, diarization alignment, and timestamp logic.
• Identify transcription, diarization, segmentation, and alignment errors and determine whether AI output quality meets acceptance thresholds.

Requirements:

• Fluent/Native proficiency in Korean.
• Exceptional ear for audio fidelity and the ability to detect subtle background noises, channel bleed, or clipping.
• Meticulous attention to detail for verifying word-level timestamps, diarization accuracy, and strict, unnormalized verbatim transcription rules.
• Ability to evaluate AI-generated transcription quality and identify recognition, segmentation, and speaker attribution errors.

Preferred Qualifications:

• Linguists / Phonetics Experts: Deep understanding of natural, unnormalized speech patterns. Expertise in evaluating conversational dynamics and identifying transcription and diarization inconsistencies in spontaneous speech.
• Language Teachers: Exceptional, native-level mastery of the target language. Ability to evaluate transcript fidelity and ensure speech content is preserved without normalization or grammar correction.
• Professional Transcriptionists / Speech Data QA Specialists: Strong ear for audio fidelity, rigorous timestamp validation skills, experience reviewing ASR outputs, and ability to assess transcription quality against strict accuracy targets. Experience validating turn-level and word-level timestamps is highly preferred.

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:

• This is a flexible agreement, not a full-time or part-time employment position.

Evaluation Process

• Shortlisting based on qualifications and relevant professional experience.
• Shortlisted candidates will undergo a delivery review, after which they will be ready to start!