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3D Annotation Jobs in Texas (NOW HIRING)

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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.

Is data annotation a good career?

3D annotation involves labeling three-dimensional data for use in machine learning and AI applications, often requiring knowledge of specialized tools and attention to detail. It can be a stable entry-level role with opportunities for skill development and advancement in the tech industry. The job typically offers flexible schedules and remote work options, making it suitable for those interested in AI and data processing careers.

What are popular job titles related to 3D Annotation jobs in Texas?

For 3D Annotation jobs in Texas, the most frequently searched job titles are:

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:

What cities in Texas are hiring for 3D Annotation jobs?

Cities in Texas with the most 3D Annotation job openings:

Infographic showing various 3D Annotation job openings in Texas as of August 2026, with employment types broken down into 2% Internship, 60% Full Time, 11% Part Time, and 27% Contract. Highlights an 59% In-person, and 41% Remote job distribution.

Full-time

Re-posted 21 days ago


Texas Children's Hospital rating

8.3

Company rating: 8.3 out of 10

Based on 177 frontline employees who took The Breakroom Quiz

85th of 1,065 rated hospitals


Job description

We're looking for a MFM Ultrasonographer II, someone who's ready to grow with our company. In this position you will perform routine and comprehensive ultrasound examinations for interpretation by the Maternal Fetal Medicine and Radiology faculty using specialized ultrasound equipment.  In assisting the interpreting physician, the diagnostic ultra-sonographer is able to obtain, review, and integrate pertinent patient history and supporting clinical data to facilitate optimal diagnostic results; perform appropriate procedures and record anatomic, pathologic, and/or physiologic data for interpretation by the physician; record and process sonographic images and other pertinent observations made during the 
procedure for presentation to the interpreting physician; exercise discretion and judgment in the performance of the diagnostic exam; provide patient education related to the ultrasound procedure; adhere to the standards of care and maintaining a safe environment.

Think you've got what it takes?

Job Duties & Responsibilities
    Performs high quality diagnostic ultrasound imaging exams in accordance with established department guidelines and protocols. Be able to independently scan routine and comprehensive ultrasound under the supervision of the MFM Physicians. The sonographer maintains a high standard of medical ethics at all times and is self-motivated to increase level of understanding and knowledge of the field, disease process, and new procedures as they evolve.
    Verifies patient identification and reviews that the requested procedure correlates with the patient's clinical history.
    Reviews clinical information, including relevant personal and family history, exposures and other risk factors. This also includes review of pertinent prior imaging study reports or the images themselves as available.
    Communicates easily and effectively with patients in a pleasant and reassuring manner.  Explains the procedure to the patient and responds to patient questions and concerns.
    Performs appropriate procedures and records anatomic, pathologic and or physiologic data for interpretation by the Maternal Fetal Medicine and Radiology faculty.
    Uses independent judgment during the sonographic exam to accurately differentiate between normal and pathologic findings.
    Extends the scope of the exam by providing additional ultrasound images based on the pathology or aberrant findings.
    Reviews images for accurate annotation, technique, and completeness.  Demonstrates the ability to properly adjust the technical factors aimed at improving the image quality.
    Maintains knowledge of anatomy, pathology, hemodynamics, and ultrasound physics to identify and characterize normal and aberrant anatomy, masses, fluid collections, stenosis and sonographic artifacts.
    Record and process sonographic images and other pertinent observations made during the procedure for presentation to the interpreting physician.  Ensures that the documentation is accurate, concise and complete.
    Performs and completes the ultrasound examination within the designated time frame.
    Prepares examination report and effectively communicates ultrasound technical findings to the interpreting physician.
    Independently perform ultrasound guidance services required during procedures performed in the unit consists of genetic amniocentesis, transvaginal and transcervical chorionic villus biopsy, multifetal reduction and amnio reduction.
    Demonstrate the ability to competently perform first trimester and second trimester screening, transvaginal assessment of cervical length, routine and comprehensive ultrasound examinations, biophysical profiles, growth assessment, and Doppler assessment of the middle cerebral artery peak velocity, umbilical artery, umbilical vein, and ductus venosus in cases of twin-twin transfusion and fetal growth restriction.
    Performs CVS procedures.
    Identifies different abnormalities and takes additional images based on abnormalities. Makes independent judgement on what images are needed depending on patient history.
    Introduced to 3D imaging.
    Demonstrates proficiency in the use of ultrasound equipment, transducers, computer systems, and electronic medical records.
    Assumes responsibility for the safety, mental and physical comfort and well being of patients while they are in the sonographer care.
    Ensures adequate supply stocking and appropriate inventory control.
    Participates in the AIUM accreditation process and continuous quality improvement activities.
    Provides patient communication with regard to any delays, timed procedures, or any other patient related information.
    Is self-motivated and works well with minimal supervision.  Asks for guidance when necessary and responds positively to guidance.
    Performs patient care functions.
    Promotes positive communication.
    Participates in the professional development of self and others.
    Adheres to hospital and departmental policies and procedures.
    Performs other essential job-related functions.

Skills & Requirements
    Required Technical diploma Graduate of a Diagnostic Medical Sonography Program or an associate's degree or a bachelor's degree
    Required X RDMS-OB - Reg Diag Med Sonographer OBGYN by the American Registry of Diagnostic Medical Sonography (ARDMS)
    Preferred X NUCH TRA - Nuchal Translucency by the Perinatal Quality Foundation and RDMS-FE - RDMS in Fetal Echocardiography by the American Registry of Diagnostic Medical Sonography (ARDMS)
    Required 2 years Maternal fetal medicine scanning experience or 4 years Ultrasound scanning experience

Texas Children's Pavilion for Women is a comprehensive obstetrics/gynecology facility and one of a select few hospitals nationwide that provides women, mothers and babies with a full continuum of high-quality, expert health care. Offering a full spectrum of maternal and fetal medicine services, including an array of fetal diagnostic procedures and highly specialized fetal surgeries, the Pavilion for Women is connected to Texas Children's Hospital via a two-story circular sky bridge to enhance patient care by providing physicians, staff and patient families with rapid access to other pediatric subspecialists. Three private OB/GYN practices, The Family Fertility Center, The Menopause Center and The Women's Place - Center for Reproductive Psychiatry are all housed here. Additionally, we also recently opened a community-based OB/GYN practice in Pearland.

To join our community of 15,000+ dedicated team members, visit texaschildrenspeople.org for career opportunities.

Texas Children's is proud to be an equal opportunity employer. All applicants and employees are considered and evaluated for positions at Texas Children's without regard to mental or physical disability, race, color, religion, gender, national origin, age, genetic information, military or veteran status, sexual orientation, gender identity, marital status or any other protected Federal, State/Province or Local status unrelated to the performance of the work involved.

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