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3D Annotation Jobs in Texas (NOW HIRING)

Bot Auto

Data Annotation Specialist

Houston, TX · On-site

Responsibilities : • 3D Perception Annotations: Perform high-precision 3D instance labeling, semantic segmentation, and bounding box annotation on multi-sensor data (LiDAR, Camera, Radar, etc ...

Bot Auto

Data Annotation Specialist

Houston, TX

Key Responsibilities * 3D Perception Annotations: Perform high-precision 3D instance labeling, semantic segmentation, and bounding box annotation on multi-sensor data (LiDAR, Camera, Radar, etc.

Bot Auto

Data Annotation Specialist

Houston, TX · On-site

Key Responsibilities * 3D Perception Annotations: Perform high-precision 3D instance labeling, semantic segmentation, and bounding box annotation on multi-sensor data (LiDAR, Camera, Radar, etc.

LJ Cross Plumbing

Plumbing Detailer

Austin, TX · On-site

... and 3D models that support high-quality production and streamlined project execution. Key Responsibilities: Revit Modeling & Annotation: Annotate Revit drawings with pipe sizes, elevations ...

BGE, Inc.

Transportation Designer

Houston, TX

Use MicroStation to perform accurate drafting and annotation for the development of plans and ... Ability to work between MicroStation, AutoCAD, and Civil 3D is a plus. * Excellent teamwork and ...

INK Civil

Be Seen First

CAD Technician

San Marcos, TX · On-site

$23 - $29/hr

Working knowledge of CAD standards, Civil 3D features, annotation styles, line styles, sheet set manager, and drawing setup * Collaborate with engineers and senior designers on project tasks

INK Civil

Be Seen First

CAD Technician

San Antonio, TX · On-site

$23 - $29/hr

Working knowledge of CAD standards, Civil 3D features, annotation styles, line styles, sheet set manager, and drawing setup * Collaborate with engineers and senior designers on project tasks

BGE

Transportation Designer

Houston, TX · On-site

Use MicroStation to perform accurate drafting and annotation for the development of plans and ... Ability to work between MicroStation, AutoCAD, and Civil 3D is a plus. * Excellent teamwork and ...

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3D Annotation information

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.
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What job categories do people searching 3D Annotation jobs in Texas look for? The top searched job categories for 3D Annotation jobs in Texas are:
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3D Annotation jobs near you
Infographic showing various 3D Annotation job openings in Texas as of July 2026, with employment types broken down into 80% Full Time, 11% Part Time, and 9% Contract. Highlights an 95% In-person, and 5% Remote job distribution.

Data Annotation Specialist

Bot Auto

Houston, TX • On-site

Full-time

Posted 3 days ago

Job description

Job Summary:
Bot Auto is revolutionizing the transportation of goods with autonomous trucks. The Data Annotation Specialist will be responsible for creating, refining, and validating ground-truth data for the company's perception and mapping stacks.
Responsibilities:
• 3D Perception Annotations: Perform high-precision 3D instance labeling, semantic segmentation, and bounding box annotation on multi-sensor data (LiDAR, Camera, Radar, etc.).
• Vectorized Map Annotation: Annotate and edit high-definition vectorized map elements, including lane geometries, traffic signals, and regulatory features.
• Human-in-the-Loop Refinement: Examine and refine autolabeling results, identifying edge cases where automated systems may falter.
• Quality Assurance: Review auto-generated labels against strict pass/fail criteria to ensure only the highest quality data enters our training pipelines.
• Cross-Functional Feedback: Collaborate closely with Machine Learning and Mapping engineers to provide feedback on labeling guidelines and tool improvements.
• Documentation: Assist in maintaining clear and concise labeling SOPs (Standard Operating Procedures) to ensure consistency across the data operations team.
Qualifications:
Required:
• Extreme Attention to Detail: A proven track record of identifying small discrepancies in complex datasets or visual environments.
• Communication Skills: Outstanding verbal and written communication abilities; ability to clearly explain complex visual scenarios to technical teams.
• Technical Aptitude: Comfortable working with proprietary software tools and navigating 3D environments (Point Clouds/Bird’s Eye View).
• Adaptability: Ability to thrive in a fast-paced startup environment and pivot between perception and mapping tasks as project priorities shift.
• Professionalism: High degree of self-discipline and the ability to work independently while meeting rigorous quality and throughput targets.
Preferred:
• Prior experience in data annotation for autonomous driving, robotics, or computer vision.
• Understanding of autonomous vehicle sensor modalities (LiDAR, Radar, Cameras).
• Experience with 3D labeling tools.
• Familiarity with HD maps.
Company:
Transforming American Transportation with Autonomous Trucks Founded in 2023, the company is headquartered in Houston, USA, with a team of 51-200 employees. The company is currently Growth Stage.

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