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Annotation Judge Jobs (NOW HIRING)

Manager Of Clinical Annotation At UnitedHealthcare, we're simplifying the health care experience ... Use Sound Judgement * Performance Value: Deliver Quality Results * Drive for Results * Manage Time ...

Data Annotation Technician Join Q Analysts and become part of a world-class organization. Q ... Analyze content and use best judgement for proper answers * Meet daily, weekly and monthly velocity ...

Q Analysts is looking for Data Annotation Technicians to support Ground Truth Data Collection ... Analyze content and use best judgement for proper answers * Meet daily, weekly and monthly velocity ...

AI Linguist - Hybrid

Mountain View, CA · On-site

$38.61 - $45.48/hr

We are seeking an AI Linguist to join a diverse and interdisciplinary team to focus on AI quality, evaluation, and annotation. This role contributes to the human judgment pipeline development that is ...

Design and execute structured qualitative testing using internal tools, ensuring human judgment ... Data Quality / Annotation Background: Proven experience in data annotation, data quality, or ...

Strategic Projects Lead -- Audio Data

$53 - $71.75/hr

Responsibilities : • Own audio data collection and annotation projects from kickoff through final ... judgment and attention to detail. • Comfortable balancing quality, speed, cost, customer ...

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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.
More about Annotation Judge jobs
What cities are hiring for Annotation Judge jobs? Cities with the most Annotation Judge job openings:
What states have the most Annotation Judge jobs? States with the most job openings for Annotation Judge jobs include:
Infographic showing various Annotation Judge job openings in the United States as of August 2026, with employment types broken down into 84% Full Time, 13% Part Time, 1% Temporary, 1% Contract, and 1% Nights. Highlights an 95% Physical, 1% Hybrid, and 4% Remote job distribution.

Manager of Clinical Annotation - | , |

Reliant Medical Group

Remote

$91K - $163K/yr

Other

Retirement

Posted 4 days ago


Reliant Medical Group rating

7.3

Company rating: 7.3 out of 10

Based on 26 frontline employees who took The Breakroom Quiz


Job description

Manager Of Clinical Annotation

At UnitedHealthcare, we're simplifying the health care experience, creating healthier communities and removing barriers to quality care. The work you do here impacts the lives of millions of people for the better. Come build the health care system of tomorrow, making it more responsive, affordable and optimized. Ready to make a difference? Join us to start Caring. Connecting. Growing together.

The Manager of Clinical Annotation leads a team of Registered Nurse Clinical Annotators responsible for labeling and validating medical data used in training artificial intelligence models for prior authorization automation. This role combines clinical leadership, operational oversight, and cross-functional collaboration to ensure high-quality data annotation aligned with clinical standards, payer policies, and AI development goals.

General Job Profile

  • Reviews the work of others
  • Develops innovative approaches
  • Sought out as expert
  • Serves as a leader/ mentor

You'll enjoy the flexibility to work remotely * from anywhere within the U.S. as you take on some tough challenges.

Primary Responsibilities:

  • Team Leadership & Management
    • Supervise and mentor a team of RN Clinical Annotators
    • Manage staffing, scheduling, performance reviews, and professional development
    • Foster a culture of clinical excellence, data integrity, and innovation
  • Operational Oversight
    • Oversee daily annotation workflows and ensure timely delivery of annotated datasets
    • Monitor quality metrics and implement continuous improvement strategies
    • Ensure compliance with HIPAA and internal data governance policies
  • Clinical Quality Assurance
    • Review annotated data for clinical accuracy and consistency
    • Develop and refine annotation guidelines and training materials
    • Serve as a clinical escalation point for complex or ambiguous cases
  • Cross-functional Collaboration
    • Partner with data science, engineering, and product teams to align annotation efforts with model development needs
    • Translate clinical workflows into structured annotation schemas
    • Participate in model evaluation and provide clinical feedback on AI outputs
  • Strategic Planning
    • Contribute to roadmap planning for annotation projects and AI initiatives
    • Identify opportunities to expand annotation capabilities or improve efficiency
    • Stay current with payer policies, clinical guidelines, and emerging AI trends

You'll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in.

Required Qualifications:

  • Active RN license with 5+ years of clinical experience
  • 2+ years in a leadership or supervisory role
  • Experience in utilization management, case review, or payer operations
  • Experience with clinical data annotation, health informatics, or AI-related projects
  • Solid understanding of prior authorization workflows, payer criteria, and medical necessity documentation
  • Knowledge of InterQual or other clinical decision support tools

Preferred Qualifications:

  • BSN/MSN
  • Excellent communication, organizational, and problem-solving skills

Values Based Competencies

Employee

  • Integrity Value: Act Ethically
    • Comply with Applicable Laws, Regulations and Policies
    • Demonstrate Integrity
  • Compassion Value: Focus on Customers
    • Identify and Exceed Customer Expectations
    • Improve the Customer Experience
  • Relationships Value: Act as a Team Player
    • Collaborate with Others
    • Demonstrate Diversity Awareness
    • Learn and Develop
  • Relationships Value: Communicate Effectively
    • Influence Others
    • Listen Actively
    • Speak and Write Clearly
  • Innovation Value: Support Change and Innovation
    • Contribute Innovative Ideas
    • Work Effectively in a Changing Environment
  • Performance Value: Make Fact-Based Decisions
    • Apply Business Knowledge
    • Use Sound Judgement
  • Performance Value: Deliver Quality Results
    • Drive for Results
    • Manage Time Effectively
    • Produce High-Quality Work

*All employees working remotely will be required to adhere to UnitedHealth Group's Telecommuter Policy

Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc. In addition to your salary, we offer benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements). No matter where or when you begin a career with us, you'll find a far-reaching choice of benefits and incentives. The salary for this role will range from $91,700 to $163,700 annually based on full-time employment. We comply with all minimum wage laws as applicable.

Application Deadline: This will be posted for a minimum of 2 business days or until a sufficient candidate pool has been collected. Job posting may come down early due to volume of applicants.

At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone-of every race, gender, sexuality, age, location and income-deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission.

UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.

UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment.


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