AI Data Labeller (Text / NLP)

Posted 2 weeks, Ends in 3 weeks
Flexible budget available.
$2,000.00 USD
Bids: 4 Interviews: 2

We're looking for an experienced text and NLP data labeller to help build high-quality training and evaluation datasets for our AI models. You'll work directly with raw text data, annotating, classifying, and quality-checking it against detailed guidelines so our models learn from accurate, consistent labels.

This is hands-on annotation work for someone who already knows the craft: you understand edge cases, you flag ambiguity instead of guessing, and you care about labeling consistency at scale. This is a remote, contract engagement with flexible hours and the potential for ongoing work based on quality and throughput.

What you'll do

Annotate and classify text data: sentiment, intent, topic, named entities (NER), and other custom schemas
Label and rate LLM/chatbot responses for relevance, accuracy, tone, and safety
Apply detailed annotation guidelines consistently across large batches of data
Identify ambiguous or edge-case examples and escalate them with clear notes
Perform quality assurance (QA) reviews on your own and, where needed, others' labels
Give structured feedback to help refine and improve annotation guidelines over time

What we're looking for

  • Proven experience in data annotation, labeling, or linguistic QA (please share examples or the types of projects you've worked on)
  • Strong reading comprehension and an eye for detail and nuance in written language
  • Native or fluent English (additional languages a plus; specify which)
  • Comfort working with annotation tools (e.g. Label Studio, Prodigy, Labelbox, or similar) and spreadsheets
  • Ability to follow complex guidelines precisely and maintain consistency across long sessions
  • Reliable internet, self-direction, and clear communication for a remote setup

Nice to have

  • Background in linguistics, languages, journalism, content, or a related field
  • Familiarity with NLP concepts (tokenization, NER, intent classification, RLHF / model evaluation)
  • Experience rating or ranking AI-generated outputs (preference comparison, red-teaming)
  • Prior remote freelance experience with distributed teams
About the job

Posted Job

21 Jun, 2026

Deadline

30 Jul, 2026

Experience level

Intermediate

Project Scope

Medium

Minimum Bid Coins

1 coins

Job Longevity

Less than 1 Week

Location

100% Remote job
Skill and expertise
  • AI

Job questions for freelancers

  • Describe a time you encountered an ambiguous or edge-case example that the annotation guidelines didn't clearly cover. How did you decide on a label, and what did you do next?
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