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3D Annotation Jobs in Dallas, TX (NOW HIRING)

... Data Annotation & QA Review - Annotate and QA review multi-modal data: video, images, 3D point clouds, and machine sensor data (LiDAR, radar, CAN bus). - Label objects, 3D spatial boundaries ...

New

Data Annotator & QA Reviewer - Autonomy & Robotics (Mining) Key Responsibilities: - Execute manual data annotation and QA review for perception (video, images, 3D sensor data) and Vision-Language ...

New

Data Annotator

Irving, TX ยท On-site

$109K - $132K/yr

... Data Annotation - Annotate objects and features in video, images, and 3D sensor data (LiDAR, radar) related to mining environments. - Precisely label spatial entities (haul roads, rock piles ...

New

Data Annotator

Irving, TX ยท On-site

$109K - $132K/yr

Perception annotation: video, images, machine sensor data that describe objects, 3D, trajectory, etc VLA annotation: task, action, intent, chain of causation, outcomes Build the brain behind the ...

New

Data Annotator

Irving, TX ยท On-site

$109K - $132K/yr

Required Skills & Qualifications: - 1+ years of experience in data annotation, labeling, or QA for computer vision, robotics, or autonomous systems. - Experience with 3D spatial data (LiDAR, point ...

New

Data Annotator

Irving, TX ยท On-site

$109K - $132K/yr

Key Skills & Requirements: - 1+ years of professional experience in data annotation, labeling, or QA for computer vision, robotics, or autonomous systems. - Experience with 3D spatial data (LiDAR ...

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Autocad Tutor

Fort Worth, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

Autocad Tutor

Dallas, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

Autocad Tutor

Plano, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

Autocad Tutor

Irving, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

Autocad Tutor

Grand Prairie, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

Autocad Tutor

Arlington, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

Autocad Tutor

Mckinney, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

Autocad Tutor

Allen, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

Autocad Tutor

Carrollton, TX ยท Remote

$25 - $40/hr

Deep knowledge of AutoCAD 2D drafting, 3D modeling, dimensioning, layers, blocks, hatching, plotting, annotation, and file management. Ability to explain coordinate systems, object properties ...

3D Annotation information

See Dallas, TX salary details

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How much do 3d annotation jobs pay per hour?

As of Aug 9, 2026, the average hourly pay for 3d annotation in Dallas, TX is $15.82, according to ZipRecruiter salary data. Most workers in this role earn between $14.28 and $17.12 per hour, depending on experience, location, and employer.

What is 3D annotation?

3D annotation is the process of labeling or tagging objects, features, or areas within three-dimensional data, such as point clouds, meshes, or 3D images. It is commonly used in fields like autonomous driving, robotics, and augmented reality to help machine learning models understand and interpret 3D environments. Annotators may identify and classify objects, draw bounding boxes, or segment specific regions within the 3D space. This data is crucial for training and validating AI systems to recognize and interact with real-world objects accurately.

What are the key skills and qualifications needed to thrive as a 3D annotation specialist, and why are they important?

To excel as a 3D Annotation Specialist, you need attention to detail, spatial awareness, and basic knowledge of 3D modeling or computer vision, often supported by a background in computer science or related fields. Familiarity with 3D annotation tools like Supervisely, CVAT, or Labelbox, and experience with relevant file formats and data management systems, are typically required. Strong problem-solving skills, patience, and effective communication help individuals stand out in this meticulous, collaborative role. These skills ensure accurate data labeling, which is crucial for the development and training of reliable AI and machine learning models.

What are the typical challenges faced when working in 3d annotation roles, and how can they be addressed?

Professionals in 3D annotation often encounter challenges such as maintaining accuracy while labeling complex objects from multiple angles and ensuring consistency across large datasets. The work can be repetitive, requiring strong attention to detail and patience to avoid errors that may impact downstream machine learning models. Collaboration with data scientists, software engineers, and QA teams is essential to clarify guidelines and resolve ambiguities. Adopting efficient annotation tools and proactive communication within the team can help overcome these challenges and improve workflow efficiency.
What job categories do people searching 3D Annotation jobs in Dallas, TX look for? The top searched job categories for 3D Annotation jobs in Dallas, TX are:
What cities near Dallas, TX are hiring for 3D Annotation jobs? Cities near Dallas, TX with the most 3D Annotation job openings:
Infographic showing various 3D Annotation job openings in Dallas, TX as of August 2026, with employment types broken down into 86% Full Time, 6% Part Time, and 8% Contract. Highlights an 94% In-person, and 6% Remote job distribution, with an average salary of $32,896 per year, or $15.8 per hour.

Data Annotator

Expert Technology Services

Irving, TX โ€ข On-site

Contractor

Posted 3 days ago

New


Job description

Certainly! Here’s a job summary in list format based on your description for the Data Annotator & QA Reviewer (Autonomy & Robotics – Mining Operations):
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### Job Summary
- Perform Manual Data Annotation & QA Review
- Annotate and QA review multi-modal data: video, images, 3D point clouds, and machine sensor data (LiDAR, radar, CAN bus).
- Label objects, 3D spatial boundaries, trajectories, actions, task sequences, intent, and outcomes for heavy mining equipment.
- Perception & Sensor Annotation
- Accurately label site entities (vehicles, personnel, terrain features) across 2D video and 3D LiDAR/radar data.
- Map and track heavy equipment trajectories, articulation, and operational states.
- Align and cross-reference visual and sensor telemetry for temporal and spatial consistency.
- Vision-Language-Action (VLA) Annotation
- Decompose mining workflows into structured sequences: task → action → intent → causation → outcome.
- Identify and annotate machine/operator intent and cause-effect chains within mining operations.
- Tag expected vs. actual outcomes (e.g., load success, hazard encounters).
- Quality Assurance (QA) & Data Audit
- Conduct rigorous QA audits for labeling accuracy, semantic consistency, and temporal coherence—even in edge cases (poor visibility, complex terrain).
- Provide structured feedback to annotators and suggest updates to labeling guidelines as edge cases are encountered.
- Collaboration & Process Improvement
- Work closely with cross-functional teams to maintain and improve annotation quality.
- Update and maintain documentation and annotation schemas for evolving mining scenarios.
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Required Experience & Skills
- 1+ years in data annotation, labeling, or QA for computer vision, robotics, or autonomous systems.
- Proficient with 3D spatial data (LiDAR, depth maps, trajectories) and labeling tools (e.g., CVAT, Labelbox, Scale AI, Supervisely).
- Strong understanding of mining operations, spatial perception, and heavy equipment mechanics.
- Attention to detail, technical aptitude, and ability to handle structured metadata (JSON/XML).
- Strong communication skills for feedback and process documentation.
Desired/Bonus Experience
- Background in mining engineering, geotechnical engineering, robotics, autonomous vehicles, or industrial autonomy.
- Familiarity with autonomous haulage systems, telemetry logs, or embodied VLA models.
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Let me know if you want a more condensed or detailed version!