Flexible remote work
Work from home on contract assignments that fit around your schedule while still contributing to high-quality sports data operations.
Flexible remote contract work for detail-oriented data workers
Train the data behind modern combat sports analytics.
Combat Data Lab works with remote annotators, reviewers, and operators who turn fight footage and event information into clean, structured, model-ready data.
- Work style
- Remote-first
- Schedule
- Flexible contract hours
- Focus
- Video + metadata annotation
Why people join
A cleaner contract-work brand for serious data operators.
Real domain expertise
Combat sports interest helps, but it is not required. Strong annotators can learn our workflows, examples, and labeling standards quickly.
Quality-driven systems
Our work is structured around review loops, calibration, and accuracy rather than anonymous gig-work volume.
What you’ll work on
Annotation pipelines tailored to combat sports.
Fight video tagging
Label exchanges, outcomes, positions, time markers, and tactical events from footage.
Event metadata cleanup
Normalize athlete, bout, promotion, round, and scoring data for downstream analysis.
Quality review
Audit edge cases, resolve disagreements, and keep standards tight across distributed teams.
Dataset preparation
Package clean, documented outputs that support reporting, scouting, and model training.
How it works
Simple intake. Structured ops. Consistent review.
Tell us about your annotation background, learning style, and availability.
Qualified applicants move into a short review process focused on precision and judgment.
You receive clear instructions, examples, and quality feedback before taking on production tasks.
Approved workers enter the remote pool for ongoing contract data work with Combat Data Lab.
Typical openings
Roles built around accuracy, speed, and combat-sports literacy.
Data Annotator
Tag fight footage and structured play-by-play events with close adherence to internal labeling standards.
Apply for this roleData QA Reviewer
Review completed work, spot inconsistencies, and escalate ambiguous cases for standards updates.
Apply for this roleEvent Metadata Operator
Clean and maintain fighter, bout, and promotion records across large historical combat sports datasets.
Apply for this roleRemote workforce