Data Annotation Analyst
Base CareerRole Overview
A partner company is seeking a Data Annotation Analyst based in the United Arab Emirates.
The role creates ground-truth datasets used to train and validate perception models for autonomous and operator-assisted machines.
The work involves camera imagery, video, and LiDAR point clouds with specialized annotation tools.
Accountabilities
A partner company is seeking a Data Annotation Analyst based in the United Arab Emirates.
The role creates ground-truth datasets used to train and validate perception models for autonomous and operator-assisted machines.
The work involves camera imagery, video, and LiDAR point clouds with specialized annotation tools.
Accountabilities
- Annotate 2D and 3D objects including vehicles, machinery, people, signage, and environmental features.
- Create segmentation, object tracking, pose, and keypoint annotations across visual sequences.
- Apply specifications covering class definitions, occlusion rules, thresholds, and inclusion or exclusion criteria.
- Review completed work, respond to QA feedback, and meet quality and accuracy standards.
- Escalate ambiguous scenes, sensor artifacts, tooling problems, and gaps in annotation specifications.
- Document data quality and tooling issues with reproducible steps.
- Participate in calibration sessions, guideline reviews, and team standups.
- Share edge cases that improve annotation guidelines, taxonomies, and documentation.
- Maintain expected production volume while preserving annotation accuracy and consistency.
- Strong attention to detail during repetitive, visually intensive work.
- Strong spatial reasoning for interpreting 3D environments and object relationships.
- Ability to learn specialized software and use productivity features efficiently.
- Experience in a fast-paced environment with defined productivity, quality, or accuracy targets.
- Experience with image annotation or GenAI data workflows.
- Reliable high-speed internet and a distraction-free workspace.
- Ability to work on a company-provided machine in a controlled technical environment.
- An associate or bachelor's degree is a plus.
- Experience with image, video, LiDAR, or 3D annotation tools is preferred.
- Background in surveying, GIS, construction, mining, agriculture, industrial operations, or heavy equipment is advantageous.
- Experience with AutoCAD or similar technical design tools is a plus.
- Familiarity with point clouds, sensor fusion, camera-LiDAR calibration, autonomous vehicles, robotics, or machine perception datasets is preferred.
- Opportunity to contribute to advanced AI and computer vision applications.
- Flexible working environment with access to specialized tools and resources.
- Collaborative culture focused on innovation, accountability, curiosity, and quality.
- Remote work environment with flexibility to work from a suitable location in the United States.
- Company-provisioned machine and controlled work environment for annotation tasks.