17 часов назад
Data Annotation Analyst (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Annotation Analyst (AI): Creating precise 2D and 3D annotations for camera imagery, video, and LiDAR point clouds used to train and validate perception models, with an accent on segmentation, object tracking, pose, and keypoint labeling. Focus on interpreting complex 3D environments, applying detailed annotation specifications, resolving ambiguous scenes, and maintaining high accuracy at production volume.
Location: Anywhere; Remote
Company
provides human-generated and AI-assisted training data for generative AI, computer vision, speech recognition, and large language models.
What you will do
- Annotate 2D and 3D objects in images, video, and LiDAR point clouds, including vehicles, machinery, people, signage, and environmental features.
- Create and maintain segmentation, object tracking, pose, and keypoint annotations across sequences.
- Apply detailed class definitions, occlusion rules, object thresholds, and inclusion or exclusion criteria.
- Review annotations, respond to quality feedback, and meet accuracy and production-volume standards.
- Escalate ambiguous scenes, sensor artifacts, tooling issues, and specification gaps with clear reproduction details.
- Participate in calibration sessions, guideline reviews, standups, and improvements to taxonomies and edge-case documentation.
Requirements
- Strong attention to detail and the ability to perform repetitive, visually intensive work while maintaining accuracy.
- Strong spatial reasoning, including the ability to interpret 3D environments and object size, position, and orientation.
- Ability to learn complex purpose-built annotation software and use keyboard shortcuts and other tooling features.
- Experience in a fast-paced, scaled environment with defined productivity, quality, or accuracy targets.
- Experience with image annotation GenAI workflows.
- Reliable high-speed internet, a distraction-free workspace, and availability to work on a company-provisioned machine in a controlled environment.
Nice to have
- Associate or bachelor’s degree.
- Experience with image, video, LiDAR, or 3D annotation tools.
- Background in surveying, GIS, construction, mining, agriculture, industrial operations, or heavy equipment environments.
- Experience with AutoCAD or similar tools, point cloud data, sensor fusion, or camera-LiDAR calibration.
- Experience with autonomous vehicles, robotics, or machine perception datasets.
Culture & Benefits
- Remote work with flexibility in how work is delivered.
- Collaboration with contributors across industries and geographies.
- Work on AI training, evaluation, benchmarking, safety, and red-teaming data.
- Access to tools, resources, and development opportunities to build professional capability.
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