Data Annotator & QA Reviewer, Autonomy & Robotics

Job overview

The Data Annotator & QA Reviewer, Autonomy & Robotics role is onsite in Irving, TX, and compensation is not specified. The role supports an Autonomy & Robotics team working on data for mining operations and next-generation Vision-Language-Action models. The annotator creates and reviews high-precision labeled datasets that describe mining environments, equipment movement, sensor information, and operational behavior. This work provides a ground-truth foundation for computer vision and autonomy systems by maintaining accurate spatial, temporal, and semantic labels and improving annotation guidance as edge cases arise.

What you'll do

• Annotate mining entities across 2D video and 3D LiDAR/radar point clouds
• track heavy-equipment trajectories, articulation, orientations, and velocity
• align camera telemetry with vehicle sensor data
• segment mining workflows into tasks and actions
• identify machine and operator intent and causal relationships
• label expected and actual site outcomes
• audit labeled datasets for precision and temporal consistency
• provide structured feedback to annotators and data partners
• update labeling schema guidelines as mining edge cases emerge.

What we're looking for

Skills & competencies

data annotator

qa reviewer

irving tx

v-soft consulting group

autonomy & robotics

computer vision

3d spatial data

lidar

radar

sensor fusion

mining operations

trajectory tracking

vla annotation

quality assurance

Work arrangement

• Weekend coverage required

Why this role

The role combines 3D spatial annotation, multi-sensor data, mining-specific behavior mapping, and quality audits. The description requires at least one year of professional data annotation, labeling, or QA experience in computer vision, robotics, or autonomous systems.

About the employer

V-Soft Consulting Group, Inc is hiring for this role. Industry: Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services. Sector: 51.