Driving Behavior Video Annotator (UK Drivers)

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. We connect contributors with real projects that teach AI systems how to understand the world, and we hire and contract directly for many roles.

About AI training and this work

AI training (also called data labeling or annotation) is the human work behind modern machine intelligence: people create and review examples that help models learn. Tasks range from annotating images and video to rating model outputs — and contributors can work remotely, part time, and shape how AI behaves.

The role

You will watch short driving video clips (about 5 seconds each) and choose a single frame that best captures a key vehicle behavior. Each clip is labeled with one behavior from a predefined list (for example: turning, lane keeping, yielding). These annotations are used to train autonomous driving systems.

What you'll do

• Review 5-second driving video clips and identify the single frame that best represents the primary vehicle behavior.
• Assign one behavior label per clip using a predefined list of actions (action recognition labels).
• Follow the provided annotation instructions carefully and submit annotations through OpenTrain’s platform.
• Provide a copy of your UK driver’s license for verification; personal details such as birthdate or ID number may be redacted.

Requirements

• Minimum 1–2 years of experience in data labeling or annotation (intermediate level).
• Valid UK driver’s license is required; applicants without a UK license will not be accepted.
• Comfortable analyzing short driving videos and making precise frame-by-frame judgments.
• Attention to detail and ability to follow labeling instructions exactly.
• Available for 20+ hours per week in a contractor, part-time capacity.

Who should apply

This role is ideal for contributors with hands-on driving experience in the UK who have prior labeling work and enjoy focused, visual tasks. It suits people who want remote, flexible, part-time work and can commit 20+ hours weekly.

Pay, schedule, and contract

Pay is USD 17.00 per hour. This is a contractor, part-time position with a recommended minimum of 20 hours per week. Work is remote, but a valid UK driver’s license is mandatory.

How hiring and verification work

You will apply through your OpenTrain account. As part of screening you will confirm your experience, verify your UK driver’s license (you may redact personal identifiers), and complete short scenario-based questions to demonstrate judgement in identifying driving behaviors. Applicants without an acceptable UK license will be declined.