Softwares | Data Annotation Specialist_Immediate Joiner
2 days ago
Job Title: Data Annotation Specialist
Department: AI/ML Data Operations
Reports To:
Role Overview
The Data Annotation Specialist will be responsible for creating, labeling, and maintaining high-quality datasets used to train and validate machine learning models. This role requires attention to detail, strong communication skills, and a deep understanding of data quality standards to ensure that AI systems are trained on accurate and representative data.
Key Responsibilities
- Review, categorize, and label large volumes of text, image, audio, and video data using internal tools and guidelines.
- Ensure accuracy, consistency, and efficiency in annotation work while meeting project deadlines.
- Collaborate with data scientists, ML engineers, and project managers to refine labeling criteria and annotation processes.
- Perform quality assurance checks to ensure annotations meet required performance thresholds.
- Contribute to documentation of labeling standards, best practices, and guidelines.
- Identify ambiguities or inconsistencies in data and proactively escalate them for clarification.
- Support development and testing of automated labeling tools by providing human-verified test datasets.
- Review and improve workflows to enhance annotation speed and precision.
Required Qualifications
- Bachelors degree in Computer Science, Information Technology, Data Science, Engineering, or a related field.
- 0–2 years of experience in data annotation, labeling, or data quality assurance.
- Practical experience working with annotation tools (e.g., Label Studio, Labelbox, Supervisely, CVAT).
- Familiarity with common data modalities such as text, audio, and image datasets.
- Strong attention to detail with excellent organizational and concentration skills.
- Basic understanding of AI and machine learning concepts.
- Proficiency with productivity and collaboration tools.
Preferred Qualifications
- Experience in labeling data for computer vision or NLP tasks (e.g., bounding boxes, entity recognition, sentiment tagging).
- Familiarity with Python-based data review workflows or annotation APIs.
- Knowledge of quality control processes such as inter-annotator agreement (IAA).
- Exposure to LLM training pipelines.
Soft Skills
- Ability to follow detailed instructions with precision and accountability.
- Clear communication and ability to collaborate across cross-functional teams.
- Strong problem-solving attitude and curiosity for AI data operations.
- Adaptability to changing project requirements and data types.
Performance Indicators
- Annotation accuracy and consistency scores.
- Throughput and turnaround time per dataset task.
- Quality assurance and peer review success rate.
- Contribution to process documentation and continuous improvement initiatives.
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