Data Annotation Engineer
2 days ago
Roles & Responsibilities
- Accurately label, categorize, and annotate diverse data types (text, image, video, audio, etc.) in accordance with project guidelines.
- Execute and oversee precise annotation of multimodal data using specialized labeling tools and platforms.
- Ensure consistent quality across all annotations, even when handling repetitive or large-scale data sets.
- Perform high-volume data annotation with speed and accuracy, meeting daily and weekly productivity targets.
- Maintain focus and performance during long annotation sessions without compromising attention to detail.
- Review datasets to identify and flag inconsistencies, ambiguities, or errors.
- Collaborate with ML engineers, and domain experts to ensure annotation outputs meet model and project requirements.
- Maintain and refine annotation guidelines, and labeling taxonomies aligned with project objectives.
- Evaluate and rate AI-generated content, comparing responses, assessing factual accuracy and citation correctness.
- Learn and adapt to new tools, workflows, and annotation guidelines to contribute effectively across multiple projects and domains.
Qualifications
- Good understanding of various annotation techniques, like bounding boxes, segmentation, keypoint annotation, text classification, Named Entity Recognition (NER), speech transcription, LLM response evaluation/grading, preference-based labeling, etc.
- Strong attention to details and ability to understand and follow complex instructions.
- ISTQB CT-AI certified candidates are preferred. Proficiency with annotation tools such as Label Studio, CVAT, Labelme, or similar tools.
- Ability to work with Excel/Google Sheets, and Jira.
- Familiarity with XAML and JSON data formats.
- Ability to run Python scripts for automation, data validation, and QA reporting.
- Effective communication, analytical, and logical reasoning abilities, complemented by a strong proficiency in English.
- Comfortable working both independently and collaboratively in a fast-paced, dynamic environment.
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