Combat Data Lab Remote contract data work

Flexible remote contract work for detail-oriented data workers

Build the data behind modern combat sports analytics.

Combat Data Lab works with remote annotators, reviewers, and operators who turn video footage and event information into clean, structured data.

Work style
Remote-first
Schedule
Flexible contract hours
Focus
Video + metadata

Why people join

Clean contract-work for serious remote workers

Flexible remote work

Work from home on contract assignments that fit around your schedule while still contributing to high-quality sports data operations.

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

Data Acqusition tailored to combat sports.

01

Video tagging

Label exchanges, outcomes, positions, time markers, and tactical events from footage.

02

Event metadata cleanup

Normalize athlete, bout, promotion, round, and scoring data for downstream analysis.

03

Quality review

Audit edge cases, resolve disagreements, and keep standards tight across distributed teams.

04

Dataset preparation

Package clean, documented outputs that support downstream use cases.

How it works

Simple intake. Structured ops. Consistent review.

1. Start application

Enter your name, email, and phone number so we can open your account and move you into the workforce pipeline.

2. Screen

Qualified applicants move into a short review process focused on precision and judgment.

3. Calibrate

You receive clear instructions, examples, and quality feedback before taking on production tasks.

4. Contribute

Approved workers enter the remote pool for ongoing contract data work with Combat Data Lab.

Openings

Roles built around accuracy, speed, and combat-sports literacy.

Remote contract

Data Annotator

Tag video footage and structured play-by-play events with close adherence to internal labeling standards.

Apply

Remote contract

Data QA Reviewer

Review completed work, spot inconsistencies, and escalate ambiguous cases for standards updates.

Apply

Remote contract

Event Metadata Operator

Clean and maintain fighter, bout, and promotion records across large historical datasets.

Apply

Remote workforce

Combat Data Lab is where remote operators help build the data layer behind modern combat sports analytics.

Start working