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Annotation Judge Jobs in Rosenberg, TX (NOW HIRING)

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Annotation Judge information

What is an Annotation Judge?

An Annotation Judge is a professional who evaluates the quality and accuracy of labeled data, such as text, images, or audio, which has been annotated for use in machine learning and artificial intelligence projects. Their main responsibility is to review, verify, and ensure that the data annotations meet specific guidelines and standards. Annotation Judges play a critical role in improving the reliability of training datasets, which directly impacts the performance of AI systems. They often work closely with data annotators, quality assurance teams, and project managers to maintain high data quality.

What are the key skills and qualifications needed to thrive as an Annotation Judge, and why are they important?

To thrive as an Annotation Judge, you need strong analytical skills, attention to detail, and subject matter expertise relevant to the data being evaluated, usually supported by a degree in a related field. Familiarity with annotation platforms, data labeling tools, and quality assurance systems is typically required. Excellent communication, impartiality, and critical thinking help you provide clear feedback and maintain high annotation standards. These skills are crucial to ensure data accuracy and consistency, which directly impact the performance of machine learning models.

What is the difference between Annotation Judge vs Data Annotator?

AspectAnnotation JudgeData Annotator
CredentialsTypically requires basic education, sometimes certification in data labelingUsually requires similar or less formal education, often on-the-job training
Work EnvironmentOffice or remote, working with data labeling platformsOffice or remote, performing data labeling tasks
Industry UsageUsed across AI, machine learning, and data science projectsCommon in AI, machine learning, and data preparation workflows
Search & Comparison IntentOften compared for roles involving data review and quality controlCompared for entry-level data labeling roles

The main difference between an Annotation Judge and a Data Annotator lies in their roles. Annotation Judges typically review and validate annotations made by Data Annotators, ensuring quality and accuracy. Data Annotators perform the initial labeling of data. Both roles are essential in AI data pipelines, with Annotation Judges focusing on quality control and Data Annotators on data preparation.

What are some common challenges faced by Annotation Judges, and how can they effectively overcome them?

Annotation Judges often face challenges such as maintaining impartiality, handling ambiguous or subjective data, and ensuring high consistency across large volumes of work. To overcome these, it’s essential to follow established guidelines closely, communicate regularly with team members for clarification, and participate in calibration sessions. Staying detail-oriented and seeking feedback can also help maintain accuracy and fairness in their assessments.
What job categories do people searching Annotation Judge jobs in Rosenberg, TX look for? The top searched job categories for Annotation Judge jobs in Rosenberg, TX are:
What cities near Rosenberg, TX are hiring for Annotation Judge jobs? Cities near Rosenberg, TX with the most Annotation Judge job openings:
Annotation Judge jobs near you
Diagnostic Imaging Tech (Nuc Med - PET) / Per Diem

Diagnostic Imaging Tech (Nuc Med - PET) / Per Diem

MD Anderson Center

Houston, TX • On-site

$48/hr

Per diem

Medical, Dental, Retirement, PTO

Posted 10 days ago

MD Anderson Cancer Center rating

8.4

Company rating: 8.4 out of 10

Based on 164 frontline employees who took The Breakroom Quiz

33rd of 875 rated healthcare providers

Job description

At MD Anderson Cancer Center, we're united by one mission: to end cancer for patients everywhere. As a global leader in cancer care, research, and education, we seek team members who share our commitment to delivering outstanding patient experiences and advancing the future of medicine.
We are currently seeking a dedicated and highly skilled Nuclear Medicine / PET Technologist to join our world-class Diagnostic Imaging team. In this vital role, you will support lifesaving care by performing high-quality nuclear medicine procedures with compassion, precision, and a steadfast focus on patient safety.
Shift / Hours / location: 19 hour work week / Per Diem / Variety of shift based on need
Hourly rate: $48 (non-negotiable)
The ideal candidate will have the required licenses and one year of experience.
SUMMARY
In alignment with MD Anderson's mission, the Nuclear Medicine Technologist provides advanced technical expertise in all areas of nuclear medicine-including diagnostic imaging, functional testing, radioassay testing, and therapeutic procedures. This role ensures the highest standards of clinical quality, patient care, and safety within a fast-paced, collaborative environment.
KEY FUNCTIONS
Patient Care
  • Deliver exceptional, patient-centered care within professional scope of practice, including POCT, IV insertion, patient assessments, preparation/administration of radiopharmaceuticals, patient education, and safe patient transport.
  • Protect patients, families, visitors, and team members by maintaining a safe clinical environment and adhering to all MD Anderson safety protocols.
  • Safely evaluate patients-including those with implanted devices-to ensure clearance for imaging procedures.
  • Respond promptly to patient distress and assist with emergency response teams (DIURT, MERIT, Code Blue).
  • Follow infection prevention and ALARA safety standards with diligence and accuracy.
  • Recognize and escalate critical findings to interpreting radiologists.
  • Maintain clean, organized imaging rooms and work areas; ensure proper management and disposal of radioactive materials.
  • Uphold MD Anderson's commitment to patient privacy and data integrity by following all HIPAA standards.
  • Travel to off-site imaging locations as needed (Bellaire, West Houston, CABI, etc.).

Critical Thinking & Collaboration
  • Use sound clinical judgment to ensure each patient's needs are met with compassion and accuracy.
  • Work collaboratively with the multidisciplinary care team to support efficient patient flow and on-time starts-key drivers of MD Anderson's patient experience.
  • Support operational effectiveness by preparing rooms, escorting patients, and reducing exam and turnaround delays.
  • Communicate clearly using approved tools and frameworks, including SBAR.
  • Participate in quality improvement activities that elevate patient care, satisfaction, and workflow efficiency.
  • Mentor and support colleagues, students, volunteers, and trainees-fostering a learning environment aligned with MD Anderson's culture of excellence.
  • Maintain compliance with Joint Commission standards, state/federal regulations, and institutional policies.
  • Complete required continuing education and training, including equipment orientation, safety preparedness, and institutional learning modules.

Technical Expertise
  • Perform high-quality nuclear medicine exams across all settings: routine, advanced, inpatient, emergent, and on-call.
  • Demonstrate strong proficiency in cross-sectional anatomy, molecular imaging principles, and image quality optimization.
  • Ensure proper patient positioning, imaging parameters, annotation, and documentation.
  • Operate nuclear medicine and hot lab equipment independently, including performing QA tasks and reporting equipment issues promptly.
  • Perform CT examinations as assigned.
  • Maintain accurate data entry in all clinical systems (RIS, modality software, billing/coding, patient demographics).
  • Support equipment maintenance, including crash cart checks, temperature logs, and departmental safety processes.

Why MD Anderson?
At MD Anderson, you will work alongside the top minds in oncology, contribute directly to life-changing patient care, and grow in an environment that invests in your success. Here, your work will have purpose-and your impact will reach far beyond the walls of our institution.
Join us-and be a part of leading the world in Making Cancer History®.
EDUCATION
  • Required: Graduate of an accredited Joint Review Committee on Education in Radiologic Technology (JRCERT) program.
  • Preferred: Bachelor's Degree Related field.

WORK EXPERIENCE
  • Required: None

LICENSES AND CERTIFICATIONS
  • Required: BLS - Basic Life Support Upon Hire or
  • Required: CPR - Cardiac Pulmonary Resuscitation Upon Hire and
  • Required: CMRT - Cert Medical Radiologic Tech Licensure by the Texas Medical Board (TMB). Upon Hire and
  • Required: ARRT - American Registry of Radiologic Technologists Registration by the American Registry of Radiologic Technologist (ARRT). Upon Hire or
  • Required: NMTCB - Nuclear Medicine Tech Certification by the Nuclear Medicine Technologist Certification Board (NMTCB). Upon Hire or
  • Required: ARDMS - Registered Diagnostic Medical Sonography Registration by the American Registry for Diagnostic Medical Sonography (ARDMS). 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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