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Medical Image Annotation Jobs in Texas (NOW HIRING)

Reviews labs, medical history of patient for indications of his/her ability to tolerate the exam ... Each film/image should stand on its own. All films/images must be centered properly and coned to ...

Reviews labs, medical history of patient for indications of his/her ability to tolerate the exam ... Each film/image should stand on its own. All films/images must be centered properly and coned to ...

Reviews labs, medical history of patient for indications of his/her ability to tolerate the exam ... Each film/image should stand on its own. All films/images must be centered properly and coned to ...

Showing results 21-40

Medical Image Annotation information

What is medical image annotation?

Medical image annotation is the process of labeling or marking specific structures, regions, or abnormalities in medical images such as X-rays, CT scans, or MRIs. These annotations are crucial for training artificial intelligence (AI) models to assist in diagnostics, research, and treatment planning. Expert annotators, often with medical backgrounds, use specialized software to ensure accuracy and consistency. This work helps improve the performance of AI systems in identifying diseases and supporting healthcare professionals.

What are the key skills and qualifications needed to thrive as a medical image annotation specialist?

To excel as a Medical Image Annotation Specialist, you need a solid understanding of medical imaging modalities, anatomy, and basic clinical terminology, often supported by relevant education or experience in healthcare or life sciences. Familiarity with annotation software, image processing tools, and sometimes specialized platforms like DICOM viewers is typically required. Attention to detail, precision, and effective communication are crucial soft skills for ensuring accuracy and collaborating with clinical or research teams. These competencies are vital because high-quality, accurate annotations directly impact the development of AI models and the reliability of diagnostic tools in healthcare.

What are some common challenges faced by professionals in medical image annotation roles, and how can they be addressed?

Medical image annotation professionals often encounter challenges such as interpreting complex or ambiguous images, ensuring consistency across annotations, and keeping up with evolving medical guidelines. To address these challenges, many teams implement standardized protocols, regular training sessions, and peer review systems to maintain accuracy and reliability. Collaboration with radiologists and other medical experts is also common, allowing annotators to clarify uncertainties and improve the quality of annotations over time.

What is the difference between Medical Image Annotation vs Medical Data Labeling?

AspectMedical Image AnnotationMedical Data Labeling
Required CredentialsBasic understanding of medical imaging, attention to detailSimilar, often no formal certification needed
Work EnvironmentMedical imaging platforms, annotation toolsData management systems, labeling software
Industry UsageHealthcare, medical AI developmentHealthcare, medical AI, data analysis
Search & Comparison IntentYes, often compared for AI training rolesYes, related but broader in data types

Medical Image Annotation involves marking specific regions or features in medical images like X-rays or MRIs to train AI models. Medical Data Labeling encompasses annotating various medical data types, including images, text, and reports. While both roles support medical AI development, Image Annotation is specialized in visual data, whereas Data Labeling covers a wider range of medical information.

What job categories do people searching Medical Image Annotation jobs in Texas look for?

The top searched job categories for Medical Image Annotation jobs in Texas are:

What cities in Texas are hiring for Medical Image Annotation jobs?

Cities in Texas with the most Medical Image Annotation job openings:

Infographic showing various Medical Image Annotation job openings in Texas as of August 2026, with employment types broken down into 8% As Needed, 74% Full Time, 6% Part Time, and 12% Contract. Highlights an 96% In-person, and 4% Remote job distribution.

Mammography Tech / various shifts

MD Anderson Center

Houston, TX • On-site

Other

Medical, Dental, Retirement, PTO

Re-posted 12 days ago


MD Anderson Cancer Center rating

8.5

Company rating: 8.5 out of 10

Based on 172 frontline employees who took The Breakroom Quiz

14th of 893 rated healthcare providers


Job description

At MD Anderson Cancer Center in the Texas Medical Center, the Mammographer is a specialized radiologic technologist who performs mammography exams to help detect and diagnose breast diseases, primarily breast cancer.
Ideal Candidate: Will have graduated from a JRCERT Program, one year of experience (preferred), and ARRT in Mammography, TMB and BLS.
Shift / Hours / Location : various shifts
Working as a Mammographer at MD Anderson Cancer Center comes with several unique benefits that make it an attractive career choice:
Professional Growth & Development
• Access to world-class training and continuing education opportunities.
• Exposure to cutting-edge imaging technology and advanced breast cancer screening techniques.
• Opportunities to collaborate with leading oncologists and radiologists in a multidisciplinary environment.
• Career advancement pathways within a top-ranked cancer center.
Impactful Work
• Play a critical role in early detection and prevention of breast cancer, directly impacting patient outcomes.
• Work in a mission-driven organization focused on eliminating cancer globally.
Recognition & Culture
• Be part of a Magnet-recognized institution known for excellence in patient care.
• Collaborative work environment that values.
JOB SPECIFIC COMPETENCIES
Patient Care
• Perform patient care activities within scope of practice (e.g., POCT, IV insertion, patient assessment, medication administration, transport).
• Ensure safety for patients, families, staff, and visitors; screen patients for imaging clearance and manage implanted device evaluations.
• Follow radiation safety guidelines (ALARA, Image Gently); provide shielding and monitor scanning parameters.
• Recognize patient distress and assist with emergency response teams.
• Adhere to infection control and aseptic techniques; administer contrast media per manufacturer standards and six rights of drug administration.
• Apply age-specific criteria and notify radiologist of critical findings.
• Demonstrate flexibility for patient care demands (early/late shifts, call coverage, emergency ride-out).
• Maintain cleanliness and orderliness of rooms and work areas; manage supplies and dispose of waste properly.
• Comply with HIPAA and ensure accurate documentation and patient identification.
• Complete other duties as assigned.
Critical Thinking & Strategic Alignment
• Use critical thinking to address patient and provider needs; communicate and escalate appropriately.
• Collaborate with multidisciplinary teams to optimize workflow and patient flow.
• Expedite patient care and minimize delays; perform downtime procedures during system failures.
• Ensure timely image transfer to PACS and accurate hand-offs using SBAR.
• Participate in quality improvement projects, ongoing education, and mentoring of staff and students.
• Suggest efficiency improvements and adhere to Joint Commission and regulatory standards.
• Maintain licensure, certifications, and attend departmental meetings.
• Document incidents and complete mandatory training.
• Align with ACR accreditation standards.
Technical Acumen
• Perform high-quality imaging exams across all protocols; ensure correct positioning, annotation, and parameters.
• Maintain productivity and minimize errors; operate equipment independently and resolve image quality issues.
• Report equipment malfunctions and assist with maintenance logs.
• Perform general X-ray procedures as needed.
• Accurately enter data into clinical systems and maintain knowledge of billing/coding standards.
• Complete other technical duties as assigned.
EDUCATION

  • Required: Graduate of an accredited Joint Review Committee on Education in Radiologic Technology (JRCERT) Program.
WORK EXPERIENCE
  • Required: None
LICENSES AND CERTIFICATIONS
  • Required: RT(R) - Radiography Registry in Radiography by the American Registry of Radiologic Technologists (ARRT). Upon Hire and
  • Required: CMRT - Cert Medical Radiologic Tech Texas Medical Board (TMB). Upon Hire and
  • Required: RT(M) - Mammography Advanced Registry in Mammography by the American Registry of Radiologic Technologists (ARRT). within 180 Days and
  • Required: BLS - Basic Life Support Upon Hire or
  • Required: CPR - Cardiac Pulmonary Resuscitation Upon Hire

The University of Texas MD Anderson Cancer Center offers excellent benefits, including medical, dental, paid time off, retirement, tuition benefits, educational opportunities, and individual and team recognition.
This position may be responsible for maintaining the security and integrity of critical infrastructure, as defined in Section 113.001(2) of the Texas Business and Commerce Code and therefore may require routine reviews and screening. The ability to satisfy and maintain all requirements necessary to ensure the continued security and integrity of such infrastructure is a condition of hire and continued employment.
It is the policy of The University of Texas MD Anderson Cancer Center to provide equal employment opportunity without regard to race, color, religion, age, national origin, sex, gender, sexual orientation, gender identity/expression, disability, protected veteran status, genetic information, or any other basis protected by institutional policy or by federal, state, or local laws unless such distinction is required by law.http://www.mdanderson.org/about-us/legal-and-policy/legal-statements/eeo-affirmative-action.html

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