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Annotation Judge Jobs in Missouri (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 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 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 popular job titles related to Annotation Judge jobs in Missouri?

For Annotation Judge jobs in Missouri, the most frequently searched job titles are:

What job categories do people searching Annotation Judge jobs in Missouri look for?

The top searched job categories for Annotation Judge jobs in Missouri are:

What cities in Missouri are hiring for Annotation Judge jobs?

Cities in Missouri with the most Annotation Judge job openings:

Annotation Judge jobs near you

Senior Lab and Medical Director, Computational Pathology

California, MO • On-site

Jobtailor
See more jobs at Jobtailorexternal

$250 - $450/hr

Other

Posted 12 days ago

Job description

  • Provide clinical leadership for delivery of computational pathology laboratory services and products
  • Provide clinical oversight of Anatomic Pathology and Molecular Pathology laboratory operations
  • Provide clinical signout and final diagnostic interpretation for molecular and/or anatomic pathology cases
  • Define internal strategy for computational pathology service development
  • Co-lead computational pathology product development with Technology and Product Development teams
  • Provide clinical input on use cases, annotation strategy, validation study design, regulatory submissions, software workflows, and launch readiness
  • Contribute to manuscripts and conference posters for computational pathology products
  • Explore partnerships expanding computational and molecular pathology services
  • Ensure testing systems provide quality services across pre-analytic, analytic, and post-analytic phases
  • Act as temporary Laboratory Director in the Laboratory Director's absence
  • Delegate technical, supervisory, clinical consultation, and testing responsibilities to qualified employees
  • Perform administrative duties for laboratory leadership and testing personnel
  • Ensure laboratory duties, onsite supervision, quality control, proficiency testing, personnel competency, safety, procedures, and regulatory requirements are fulfilled
  • Review standard operating procedures biennially and oversee corrective actions for unacceptable performance
  • Travel approximately 15% and adjust hours based on operational needs
Requirements
  • Must be a Doctor of Medicine or Doctor of Osteopathy licensed to practice medicine or osteopathy in California; OR meet an alternative listed laboratory-director qualification
  • Certification in Anatomic or Clinical Pathology by the American Board of Pathology or American Osteopathic Board of Pathology, or equivalent qualifications; OR at least one year of laboratory training during medical residency; OR at least two years directing or supervising high-complexity testing; OR prior industry experience at a diagnostics, biotech, or digital health company
  • Experience with whole-slide imaging platforms, image analysis software, or validation of AI/ML-based algorithms
  • Track record of peer-reviewed publications or conference presentations in pathology, oncology, or computational pathology
  • Experience contributing to regulatory submissions, including 510(k), PMA, or LDT validation packages
  • Familiarity with next-generation sequencing and liquid biopsy testing
  • Earned doctoral degree in chemical, physical, biological, or clinical laboratory science from an accredited institution and certification by an HHS-approved board, or satisfy the stated grandfathered laboratory-director qualifications
  • Must fulfill requirements stated in 42 CFR 493.1443
  • Must fulfill requirements stated in the College of American Pathologists Checklist
  • Demonstrated curiosity, sound judgment, and ability to critically evaluate and responsibly use AI-enabled tools under company policies, ethical standards, and regulatory requirements
  • Background screening including criminal history is required
  • Ability to travel approximately 15%
  • Ability to work varying hours and days based on operational needs
  • Ability to sit or stand for extended periods and work around laboratory hazards, blood specimens, fumes, noise, and biohazard materials
Core Competencies

Demonstrates expertise in clinical leadership and oversight of Anatomic and Molecular Pathology laboratory operations, with a strong focus on computational pathology service development and regulatory compliance. Proven ability to contribute to product development, validation studies, and peer-reviewed publications in the field.

Highest-signal resume keywords
  • Doctor Of Medicine Or Doctor Of Osteopathy
  • Certification In Anatomic Or Clinical Pathology
  • Experience With Whole-Slide Imaging Platforms
  • Regulatory Submissions Experience
  • Next-Generation Sequencing Familiarity
ATS Optimization Keywords Hard Skills
  • Clinical Oversight
  • Diagnostic Interpretation
  • Computational Pathology Development
  • Quality Control
  • Regulatory Compliance
  • AI/ML Algorithm Validation
  • Laboratory Management
  • Image Analysis Software
  • Proficiency Testing
  • Standard Operating Procedures Review
Soft Skills
  • Curiosity
  • Sound Judgment
  • Critical Evaluation
  • Delegation
  • Communication
Certifications & Qualifications
  • Doctor Of Medicine License
  • Doctor Of Osteopathy License
  • American Board Of Pathology Certification
  • American Osteopathic Board Of Pathology Certification
Industry Keywords
  • Computational Pathology
  • Anatomic Pathology
  • Molecular Pathology
  • Liquid Biopsy Testing
  • Oncology
  • Diagnostics
  • Biotech
  • Digital Health
  • 42 CFR 493.1443
  • College Of American Pathologists Checklist
Tools & Technologies
  • Whole-Slide Imaging Platforms
  • Image Analysis Software
  • AI-Enabled Tools
  • Laboratory Information Systems
  • Validation Study Design
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