Hire a Data Annotation Specialist.
Images, text and AI outputs, labelled and checked.
Also called: Data Labeling Assistant, AI Training Assistant, Human Data Annotator
From £5.50 an hour£5.50-25/hr
- SaaS & tech
- Healthcare
- Logistics
- Works your hours
- Nigeria hub, on London time or an hour ahead
- Month to month
- Draws bounding boxes, polygons, segmentation masks and keypointsImage, video & document labelling
- Labels text for named entities, intent, sentiment, topics and relationsText & LLM evaluation
- Collects data to specification with source recordsData collection & validation
- Flags ambiguous items with a guideline referenceQuality & operationsDoing
- Roboflow
- Google Sheets
- Microsoft Excel
- Airtable
- Python for QA analysis
- Jupyter
Pick the level. See the price.
£5.50an hour
Level 1 of 4, also called junior.Labels one task type to a clear guideline with QA review and meets ramp targets.
- Bounding-box image batches
- Text classification batches
- Validated and deduplicated spreadsheets
£9.50an hour
Level 2 of 4, also called mid-level.Owns a labelling stream end to end: calibrates quickly on new guidelines and handles complex work.
- Segmentation mask batches
- Video tracking and event tags
- RLHF rating batches with written rationales
£14.50an hour
Level 3 of 4, also called senior.Owns the quality of a project: writes and updates guidelines and gold sets.
- Annotation guideline with edge-case library
- Gold set for QA and onboarding
- Weekly QA report with agreement metrics and error types
£25an hour
Level 4 of 4, also called lead or specialist.Leads annotators and reviewers and designs workflows, QA sampling and reviews stages.
- Project plan with throughput and quality model
- Multi-stage QA workflow and sampling strategy
- Annotator training and calibration programme
Per hour, all-in: recruiting, testing and management. Prices exclude VAT.
What you hand to your Data Annotation Specialist
Tasks
Image, video & document labelling
- Draws bounding boxes, polygons, segmentation masks and keypoints
- Tracks objects across video frames using interpolation
- Annotates documents
Text & LLM evaluation
- Labels text for named entities, intent, sentiment, topics and relations
- Rates LLM responses against rubrics
- Completes pairwise preference ranking
- Fact-checks model answers
- Writes adversarial or red-team prompts to probe model weaknesses
Data collection & validation
- Collects data to specification with source records
- Validates and cleans datasets
Quality & operations
- Flags ambiguous items with a guideline reference
- Reviews peers' work in review or consensus queues
- Hits throughput and quality targets per batch
- Follows secure-work rules for sensitive data
Week one
- Account on the client's annotation platform with the correct project role
- Guideline pack, edge-case log and gold examples read
- Calibration batch of 50-100 items completed and reviewed against gold
- Throughput and quality targets agreed per task type
Tools
Work tools
- CVAT
- Labelbox
- Label Studio
- V7 Darwin
- SuperAnnotate
- Encord
Roboflow
- Amazon SageMaker Ground Truth
- Prodigy
- Doccano
- Argilla
Google Sheets
Microsoft Excel
Airtable
Python for QA analysis
Jupyter
Jira
Slack
Tested live in the tools on your job description.
AI tools
OpenAI API
Anthropic API
Google Gemini API
Azure OpenAI
Microsoft Copilot Studio
Power Automate
n8n
Make
Zapier
- LangChain
Tested in the AI features of the tools you use, including catching the AI's mistakes.
Works inside your Microsoft 365 or Google Workspace, under your admin settings.
- Microsoft 365Copilot
- Google WorkspaceGemini
AI
For these roles, AI is the job. Your Data Annotation Specialist builds AI into your workflows, with tests, error alerts and a person's sign-off before anything goes live.
Automations that end re-keying
Zapier, Make or n8n connecting your CRM, forms, email and accounts, with AI steps that sort, extract and draft.
Assistants on your own content
Custom GPTs, Claude Projects, Gemini Gems or Copilot agents that answer from your policies, products and past work.
Chat and voice agents
Agents that answer, qualify and book, and hand over to a person when they should.
Reporting and analysis
Excel with Copilot, Power BI or Python, with every number checked against the source.
Tests before go-live
A test set that shows whether the AI gets it right before your customers see it, and alerts when it slips.
Our rule: business-grade AI only, never free or personal accounts.
Prefer no AI on a task? Tell your Data Annotation Specialist and they won't use it.See AI & automation roles
Tested before you meet them
- Guideline comprehension testAll levels30 min
- Image annotation tool testAll levels60 min
- Text annotation sampleAll levels45 min
- LLM response rating (RLHF) exerciseAll levels60 min
- Sustained accuracy testIntern and Intermediate2 hrs
- QA review and guideline writingExpert and Specialist1.5 hrs
- AI workflow test: Failure-handling review60 min
Sample shown
84%
- Skills tested: A skills test for the role, marked by a senior
- English and comms: written English tested, spoken English checked on a call
- ID, work history and references: photo ID, past roles and two referees
From booked call to day one
Step 1: Book a demo
Tell us the role, your hours and your tools.
Step 2: Meet your shortlist
Their level and hourly price, tested before you meet.
Step 3: Pick your person
Month to month. We handle the contract, the equipment and the onboarding, and make sure it all runs.
Step 4: They start work
In your tools, within 12 to 48 hours of a successful interview.
Questions answered
An Intern Data Annotation Specialist is £5.50 an hour, Intermediate £9.50, Expert £14.50 and Specialist £25, full time (38 hours a week). That is all-in: recruiting, testing and management, month to month. Prices exclude VAT.
Image, video & document labelling, text & llm evaluation, data collection & validation and quality & operations, run to your priorities. You choose what they own first.
Seven practical tests, marked by a senior, including guideline comprehension test, image annotation tool test and text annotation sample. You see the score before you meet.
Tell us and we replace them free, with a new shortlist of tested people to meet. Seats are month to month with 30 days' notice.
Meet the people who fit your work.
A 15‑minute call on Teams. You leave knowing the level you need and its hourly price.