Task #2 - Laboratory DutiesPrimary duties revolve around annotation of video for habitat and ... judging science fairs, conducting SEFSC/NOAA ship tours (with federal employees), and staffing ...
Quick apply
Task #2 - Laboratory DutiesPrimary duties revolve around annotation of video for habitat and ... judging science fairs, conducting SEFSC/NOAA ship tours (with federal employees), and staffing ...
Apply evidence-based prescribing guidance and professional pharmacy judgment AI Response Evaluation ... Apply structured annotation guidelines, rubrics, and quality standards consistently * Participate ...
Apply evidence-based prescribing guidance and professional pharmacy judgment AI Response Evaluation ... Apply structured annotation guidelines, rubrics, and quality standards consistently * Participate ...
Apply evidence-based prescribing guidance and professional pharmacy judgment AI Response Evaluation ... Apply structured annotation guidelines, rubrics, and quality standards consistently * Participate ...
Apply evidence-based prescribing guidance and professional pharmacy judgment AI Response Evaluation ... Apply structured annotation guidelines, rubrics, and quality standards consistently * Participate ...
... annotation modalities, and cold start conditions Build and maintain calibration frameworks that keep LLM evaluators anchored to human judgment over time Develop anomaly detection systems that surface ...
... annotation modalities, and cold start conditions Build and maintain calibration frameworks that keep LLM evaluators anchored to human judgment over time Develop anomaly detection systems that surface ...
AI/ML Evaluation Specialist, Human Data
$144K - $263K/yr
... annotation, and human evaluation efforts across Apple Music, App Store, TV+, Podcasts, and Books ... You will identify where human judgment is essential and where it could be better directed, then ...
AI/ML Evaluation Specialist, Human Data
$144K - $263K/yr
... annotation, and human evaluation efforts across Apple Music, App Store, TV+, Podcasts, and Books ... You will identify where human judgment is essential and where it could be better directed, then ...
Task #2 - Laboratory Duties Primary duties revolve around annotation of video for habitat and ... judging science fairs, conducting SEFSC/NOAA ship tours (with federal employees), and staffing ...
Task #2 - Laboratory Duties Primary duties revolve around annotation of video for habitat and ... judging science fairs, conducting SEFSC/NOAA ship tours (with federal employees), and staffing ...
Task #2 - Laboratory Duties Primary duties revolve around annotation of video for habitat and ... judging science fairs, conducting SEFSC/NOAA ship tours (with federal employees), and staffing ...
Task #2 - Laboratory Duties Primary duties revolve around annotation of video for habitat and ... judging science fairs, conducting SEFSC/NOAA ship tours (with federal employees), and staffing ...
Great reading comprehension and ability to make independent judgement with limited information * Goal-oriented Preferred Qualifications: * Prior annotation experience * Technical expertise * Prior ...
Great reading comprehension and ability to make independent judgement with limited information * Goal-oriented Preferred Qualifications: * Prior annotation experience * Technical expertise * Prior ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Quick apply
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
AI/ML Data Contributor
Chicago, IL · Remote
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Quick apply
AI/ML Data Contributor
Chicago, IL · Remote
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
AI/ML Data Contributor
Cheyenne, WY · Remote
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Quick apply
AI/ML Data Contributor
Cheyenne, WY · Remote
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
AI/ML Data Contributor
Louisville, KY · Remote
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Quick apply
AI/ML Data Contributor
Louisville, KY · Remote
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Quick apply
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Quick apply
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
Quick apply
Perform AI/ML-related tasks such as data labeling, annotation, and content evaluation * Participate ... These tools assist our recruitment team but do not replace human judgment. Final hiring decisions ...
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?
| Aspect | Annotation Judge | Data Annotator |
|---|---|---|
| Credentials | Typically requires basic education, sometimes certification in data labeling | Usually requires similar or less formal education, often on-the-job training |
| Work Environment | Office or remote, working with data labeling platforms | Office or remote, performing data labeling tasks |
| Industry Usage | Used across AI, machine learning, and data science projects | Common in AI, machine learning, and data preparation workflows |
| Search & Comparison Intent | Often compared for roles involving data review and quality control | Compared 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.
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Survey Watch Stander & Video Annotator I -- Gulf Video Survey
Panama City, FL • On-site
Full-time
Posted 8 days ago
Job description
*Position is Subject to Contract Award*Onsite Position at SEFSC Laboratory or at Sea in Pascagoula, MS or Panama City, FL Position Overview Learn Gulf & Caribbean Reef Fish (GCRF) at-sea duties and perform as a Survey Watch Stander for reef fish surveys conducted on NOAA Ships and Small Research Vessels, and participate in other PEMD resource surveys as requested. Requires work aboard NOAA Ships and/or small research vessels for fisheries and water quality sampling, and the ability to troubleshoot issues with limited resources while at sea. Key Responsibilities Task #1 - Survey DutiesAt-sea duties focus on video camera and CTD deployments, habitat mapping, and other environmental data collection, including but not limited to:Survey watch stander.Pre-survey and post-survey inventory of equipment and gear.Preparing and loading survey gear, supplies, and equipment.Cleaning and maintenance of equipment.Learning to conduct data collection and biological/environmental sampling, and logging and processing data and/or samples under field conditions per prescribed SOP.Unloading gear/equipment, cleaning and storing equipment, and logging and storing data upon completion of each survey.Task #2 - Laboratory DutiesPrimary duties revolve around annotation of video for habitat and species detection and enumeration, using a semi-automated multi-stage process (1. automated processing in Google Cloud Platform using VIAME software, 2. human-in-the-loop review and correction, 3. data review and QA/QC, 4. data output/ingest into GCRF Oracle databases, and updating GitHub for project management), including but not limited to:Learning annotation SOPs for GFISHER and PRDW video data.Identifying marine fishes in all life stages from diverse habitats of the Gulf of America and adjacent seas.Updating annotation tracking sheets.Communicating with reviewers and the survey coordinator on annotations.Task #3 - Data Management SupportData entry, QA/QC, and validation.Learning the use of AI/ML software and managing outputs to post-process data (near-future duty).Identifying marine fishes in all life stages from diverse Gulf of America habitats.Data entry or upload into GCRF Oracle databases; QA/QC of data entry and fixes as necessary.Updating annotation tracking sheets and GitHub project management tools.Task #4 - Outreach & EducationParticipate in public outreach and education efforts, e.g., marine science education at local schools, judging science fairs, conducting SEFSC/NOAA ship tours (with federal employees), and staffing outreach booths at fairs and festivals. Qualifications (Required) BS degree in Marine Science or a related field (volunteer experience valued).Computer literate and experienced with common word processing, database, statistical, and graphics programs; capable of writing reports at the college level.Proficient in the use of fish, invertebrate, and protected species identification books and keys; knowledge and identification of reef taxa from the Gulf of America.Knowledge of endangered or threatened species.Sea-going contractors on OMAO NOAA ships must submit a NOAA Health Services Questionnaire (Form 57-10-01) and Tuberculosis Screening Form (NF 57-10-02) annually/biennially, and must have a current tetanus vaccine (within 10 years).
About Think Tank Photo
Sourced by ZipRecruiter
Industry
Photography services
Company size
11 - 50 Employees
Headquarters location
Santa Rosa, CA, US
Year founded
2005