Assesses diagnostic images for technical quality, proper annotation, and patient identification ... Specialist (RVS) through Cardiovascular Credentialing International (CCI). Experience * Able to ...
Assesses diagnostic images for technical quality, proper annotation, and patient identification ... Specialist (RVS) through Cardiovascular Credentialing International (CCI). Experience * Able to ...
Assesses diagnostic images for technical quality, proper annotation, and patient identification ... Specialist (RVS) through Cardiovascular Credentialing International (CCI). Experience * Able to ...
Assesses diagnostic images for technical quality, proper annotation, and patient identification ... Specialist (RVS) through Cardiovascular Credentialing International (CCI). Experience * Able to ...
Senior Staff AI/ML Algorithm Engineer
$112K - $154K/yr
... specialists, and product leaders to translate complex clinical and physiological problems into ... annotation, feature extraction, model training, validation, robustness testing, and post-market ...
Senior Staff AI/ML Algorithm Engineer
$112K - $154K/yr
... specialists, and product leaders to translate complex clinical and physiological problems into ... annotation, feature extraction, model training, validation, robustness testing, and post-market ...
Annotation Specialist I information
What is an annotation specialist I?
An Annotation Specialist I is a professional responsible for labeling, tagging, or categorizing data, such as text, images, audio, or video, to help train machine learning models and artificial intelligence systems. They follow specific guidelines to ensure accuracy and consistency in the data annotations. This entry-level role often involves using specialized software tools to mark up large datasets, supporting data scientists and engineers in improving AI algorithms.
What are the key skills and qualifications needed to thrive as an annotation specialist I?
To excel as an Annotation Specialist I, you need strong attention to detail, data analysis skills, and a high school diploma or relevant experience. Familiarity with data labeling tools, basic spreadsheet software, and annotation platforms is commonly required. Excellent communication, teamwork, and time management skills help individuals stand out in this role. These abilities ensure the accurate and efficient preparation of high-quality datasets crucial for machine learning and AI projects.
What are some common challenges faced by annotation specialists I, and how can they be overcome?
Annotation Specialists I often encounter challenges such as maintaining consistency in labeling data, managing repetitive tasks, and meeting tight deadlines. To overcome these, it's important to regularly review annotation guidelines, participate in team discussions to clarify ambiguities, and use productivity tools to streamline workflows. Collaborating with peers and supervisors also helps ensure high-quality data annotation and continuous improvement in accuracy.
What is the difference between Annotation Specialist I vs Data Labeler?
| Aspect | Annotation Specialist I | Data Labeler |
|---|---|---|
| Required Credentials | High school diploma or equivalent; some roles may prefer related coursework | High school diploma or equivalent; minimal certification needed |
| Work Environment | Office or remote; focused on data annotation tasks | Remote or on-site; primarily labeling data for machine learning |
| Industry Usage | Used across tech, healthcare, automotive industries for AI training | Common in tech and e-commerce sectors for dataset preparation |
| Search & Comparison Intent | Understanding entry-level annotation roles | Looking for similar data labeling positions |
The main difference is that Annotation Specialist I typically involves more specialized annotation tasks and may require some industry-specific knowledge, while Data Labeler roles are often more general and focus on basic data labeling. Both roles are entry-level and share similar work environments, but Annotation Specialist I positions may offer more opportunities for skill development and industry-specific work.
More about Annotation Specialist I jobs
What cities are hiring for Annotation Specialist I jobs?
Cities with the most Annotation Specialist I job openings:
What states have the most Annotation Specialist I jobs?
States with the most job openings for Annotation Specialist I jobs include:
What are popular job titles related to Annotation Specialist I jobs?
For Annotation Specialist I jobs, the most frequently searched job titles are:
Echo/Vascular Sono I Wknd Option - Orlando Health - Horizon West - Pool
Winter Garden, FL • On-site
Orlando Health
• Health Care and Social Assistance • 10K+ employees10,000+ employees
Full-time
Posted 11 days ago
Orlando Health rating
7.4
Based on 629 frontline employees who took The Breakroom Quiz
Job description
Position Summary
Position Summary
Provides quality patient care when performing diagnostic cardiology and/or vascular sonographic imaging and related procedures to demonstrate anatomy for interpretation and/or intervention under the supervision of the department supervisor, manager, or director.
Essential Functions
Other Related Functions
Qualifications
Education/Training
Licensure/Certification
Experience
Position Summary
Provides quality patient care when performing diagnostic cardiology and/or vascular sonographic imaging and related procedures to demonstrate anatomy for interpretation and/or intervention under the supervision of the department supervisor, manager, or director.
Essential Functions
- Demonstrates competency in routine noninvasive and/or invasive cardiology and/or vascular ultrasound diagnostics, and equipment operation and maintenance.
- Performs routine assignments using existing procedure guidelines.
- Receives instruction, guidance, and direction from more senior level sonographers.
- Use prescribed guidelines or policies in analyzing situations.
- Has conceptual knowledge of theories, practices, and procedures within the job.
- Recognizes normal and abnormal anatomy and physiology in conjunction with obtaining and documenting pertinent clinical and diagnostic information.
- Works closely with the cardiologist to perform noninvasive and/or invasive cardiology and/or vascular diagnostic sonographic exams, and functions independently in the absence of the supervisor and/or manager.
- 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.
- Position patient, equipment, associated devices and manipulate 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.
- Apply appropriate standard precautions and personal protective equipment to prevent cross-contamination of contagious diseases.
- Utilizes all Orlando Health computer systems effectively and accurately.
- Ensures safety of all customers.
- Maintains accurate and precise documentation. Accurately record verbal and telephone orders from physicians in the patient record.
- Communicates openly and effectively with all members of the healthcare team.
- Participates in supervising student sonographers, orienting new sonographers, directing daily workflow, and participates in quality and safety initiatives.
- Maintains reasonably regular, punctual attendance consistent with Orlando Health policies, the ADA, FMLA and other federal, state and local standards.
- Maintains compliance with all Orlando Health policies and procedures.
Other Related Functions
- Assist in transporting of patients.
- Follows established standards of practice for image processing and interpretation.
- Assists in clerical duties, such as, but not limited to, printing reports, scanning documents, and scheduling of patients.
- Maintains cleanliness of work area and equipment.
- Maintains well stocked and organized work areas.
- May be required to work at any Orlando Health facility.
- Assists with other departmental duties and responsibilities as needed.
- May be required to work afterhours and call shifts as needed.
- May be required to assist with contrast administration if pertinent to department.
- May be required to assist with intravenous (IV) insertion and removal for the administration of diagnostic contrast medication if pertinent to department.
Qualifications
Education/Training
- Depending on assigned department, meets education/training as required under established current American Registry of Diagnostic Medical Sonographers (ARDMS) and/or Cardiovascular Credentialing International (CCI) guidelines.
Licensure/Certification
- Maintains current BLS/HealthCare Provider certification.
- Must maintain one of the following:
- Registered Diagnostic Medical Sonographer (RDMS) through the American Registry of Diagnostic Medical Sonographers (ARDMS) in fetal echocardiography; or
- Registered Diagnostic Cardiac Sonographer (RDCS) or Registered Vascular Technologist (RVT) through the American Registry of Diagnostic Medical Sonographers (ARDMS); or
- Registered Cardiac Sonographer (RCS), Advanced Cardiac Sonographer (ACS), Registered Congenital Cardiac Sonographer (RCCS) or Registered Vascular Specialist (RVS) through Cardiovascular Credentialing International (CCI).
Experience
- Able to perform routine echocardiology exams including, but not limited to, 2-D and M-Mode echocardiography and/or vascular sonography exams including, but not limited to, 2-D and M-Mode Imaging, Color Flow and Spectral Doppler, Carotid Ultrasound, Venous Doppler Upper and Lower Extremities, and Arterial Duplex Upper and Lower Extremities. Knowledge of equipment operation and maintenance.
- Must demonstrate competency within the first six months of hire in performing at least THREE of the following ECHO and/or Vascular exams: 3-D, Strain, Exercise Stress Echocardiography, Dobutamine Stress Echocardiography, TAVR, Mitral Clip, Complex Valve, Watchman, Post Processing, Contrast Studies, Agitated Saline Studies, Transesophageal (TEE), Surgical TEE, Simple Cardiac Shunts, Venous Insufficiency, Visceral, Segmental Physiology Upper Extremity, Access Grafts, Hemodialysis Access, Venous Ablation Procedures, Ultrasound Guidance, Thoracic Outlet Syndrome, Temporal Artery, or Transcranial Imaging.
What Orlando Health employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
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