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3D Annotation Jobs in Florida (NOW HIRING)

Assesses diagnostic images for technical quality, proper annotation, and patient identification ... 3D/4D, and pediatric sonography. Routinely demonstrates competency in performing ultrasound ...

Assesses diagnostic images for technical quality, proper annotation, and patient identification ... 3D/4D, and pediatric sonography. Routinely demonstrates competency in performing ultrasound ...

Add annotation and dimensions to foundation location plans, sections, and details to PDF for review ... Required Qualifications: * 5- 10 years of AutoCAD and Cadworx or Plant 3D Experience Preferred ...

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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 Florida?

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

What job categories do people searching 3D Annotation jobs in Florida look for?

The top searched job categories for 3D Annotation jobs in Florida are:

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

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

Sonographer II

Orlando Health

Windermere, FL • On-site

Other

Posted 19 days ago


Orlando Health rating

7.4

Company rating: 7.4 out of 10

Based on 622 frontline employees who took The Breakroom Quiz

268th of 891 rated healthcare providers


Job description

Sonographer II

Position Summary Provides quality patient care when performing diagnostic sonographic imaging and related procedures to demonstrate anatomy for interpretation and/or intervention.

Responsibilities Essential Functions

  • Works closely with Radiologist to perform diagnostic sonographic exams.
  • Exercises professional judgment in performance of services and maintains a demeanor complimentary to quality care.
  • Delivers appropriate care while recognizing patient conditions and ensuring successful completion of procedures.
  • Complies with all state and federal regulations applicable to each modality.
  • Adheres to Orlando Health mission statements and commitment to excellence standards.
  • Assesses the patient's physical condition and age specific needs.
  • Provides instructions that achieve patient cooperation and desired results.
  • Performs proper patient identification, acquires patient's clinical history, and assures that the information is accurately documented.
  • Positions patient, equipment, associated devices and manipulates technical factors to achieve high quality images for interpretation.
  • Assesses diagnostic images for technical quality, proper annotation, and patient identification, ensuring that all relative anatomy is demonstrated.
  • Comprehends and complies with Quality Control standards and participates in all Quality Control tasks.
  • Administers medical aid as required for any emergency situation.
  • Applies appropriate standard precautions and personal protective equipment to prevent cross-contamination of contagious diseases
  • Assists in supervision of student sonographers and training of new sonographers.
  • Utilizes all Corporate Radiology computer systems effectively and accurately.
  • Ensures safety of all customers.
  • Assists with directing daily workflow.
  • Orients and precepts staff.
  • Participates on committees.
  • Maintains punctual attendance consistent with Orlando Health policies, the ADA, FMLA and other federal, state, and local standards.
  • Maintains compliance with all Orlando Health policies, department guidelines, and educational requirements.

Other Related Functions

  • Follows established standards of practice for image processing and interpretation.
  • Maintains cleanliness of work area and equipment.
  • Maintains well stocked and organized work areas
  • May be required to work at any facility
  • Provides patient transport.

Qualifications Education/Training Meets American Registry of Diagnostic Medical Sonography (ARDMS) eligibility guidelines. Experience One (1) year of experience in sonography. Knowledge of routine and complex ultrasound procedures which may include invasive procedures such as biopsies, amniocentesis, thoracentesis, breast cyst aspiration, breast localization, and knowledge of Doppler, 3D/4D, and pediatric sonography. Routinely demonstrates competency in performing ultrasound examinations pertinent to department.

Licensure/Certification Registered Diagnostic Medical Sonographer (RDMS) registered through the American Registry of Diagnostic Medical Sonographers (ARDMS). Maintains current BLS/HealthCare Provider certificate. Maintains RDMS physics registry and a minimum of two ARDMS registries pertinent to department.


What Orlando Health employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom


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About Orlando Health

Sourced by ZipRecruiter

Orlando Health is a 3,200-bed system that includes 15 wholly-owned hospitals and emergency departments; rehabilitation services, cancer institutes, heart institutes, imaging and laboratory services, wound care centers, physician offices for adults and pediatrics, skilled nursing facilities, an in-patient behavioral health facility, home healthcare services in partnership with LHC Group, and urgent care centers in partnership with CareSpot Urgent Care. Nearly 4,200 physicians, representing more than 80 medical specialties and subspecialties have privileges across the Orlando Health system, which employs nearly 22,000 team members. Areas of clinical excellence are orthopedics, heart and vascular, cancer care, neurosciences, surgery, pediatric specialties, neonatology, women's health and trauma.

Industry

Health care and social assistance

Company size

10,000+ Employees

Headquarters location

Orlando, FL, US

Year founded

1918