Emotional Subtext Annotation Specialist

Emotional Subtext Annotation Specialist

Emotional Subtext Annotation Specialist

Annotator

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Contract

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Remote

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Variable ($)

(Pragmatics and Voice Analysis)

We are looking to find a skilled Emotional Subtext Annotation Specialist to join our growing team.

You will identify and annotate sarcasm, irony, understatement and subtext in spoken language. These annotations support models that detect non-literal meaning and pragmatic cues.

Responsibilities:

  • Listen to speech clips and tag utterances that contain sarcasm, irony, understatement or mismatch between literal content and tone

  • Provide short notes describing the cues that signalled non-literal meaning, including context and vocal delivery

  • Distinguish playful sarcasm from more hostile or cutting forms using the defined categories

  • Label cases where irony is uncertain and record the level of ambiguity

  • Apply consistent pragmatic judgement across speakers, settings and language varieties

Requirements:

  • Strong grasp of pragmatic meaning, humour and tonal nuance

  • Ability to integrate contextual information and vocal cues

  • Comfort writing brief explanations of reasoning behind labels

Background:

  •  Linguistics, literature, scriptwriting, stand-up, social research or any work involving analysis of implied meaning

  •  Experience consuming or analysing media where sarcasm and subtext are common

Sample Test Task:

  • Given twelve short speech clips, identify which ones contain sarcasm or irony, provide a brief explanation and rate how obvious the non-literal meaning is.

Application Requirements:

  • Short note explaining how you personally recognise sarcasm in everyday conversation

  • Optional examples of prior analytical work involving tone or subtext

  • Completion of the test task

Compensation

  • Per batch of clips or per project, depending on complexity.

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Emotional Subtext Annotation Specialist

Job posted on:

Dec 15, 2025

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BeatpulseLabs

The Data Backbone For Generative Multimodal AI.

BeatpulseLabs

The Data Backbone For Generative Multimodal AI.

BeatpulseLabs

The Data Backbone For Generative Multimodal AI.