Data Annotation Team Leader
X STAR TECHNOLOGY PTE. LTD. Bukit Merah Permanent
Key Responsibilities
- Lead, coach and mentor a team of data annotators to meet productivity and quality targets.
- Plan, assign and prioritise annotation tasks, manage workflows and scheduling to meet project deadlines.
- Define, review and enforce annotation guidelines, quality standards and best practices to ensure consistency, accuracy and reliability of annotated data.
- Monitor annotation performance metrics (e.g., throughput, accuracy, error rates), generate reports, identify issues/trends and drive corrective actions.
- Collaborate with data scientists, machine learning engineers, product/engineering teams to understand annotation requirements and ensure annotations meet technical/modeling needs.
- Provide training and onboarding for new annotators, continuous development of existing team members (feedback, coaching, one-on-ones).
- Identify process improvements, workflow optimisations, tools or automation opportunities to increase annotation efficiency, quality and scale.
- Manage stakeholder expectations: communicate status, escalate risks/issues, support recruitment/hiring when needed.
- Ensure compliance with data governance, privacy, ethical annotation standards.
Qualifications & Skills
Required:
- Bachelor’s degree (or equivalent) in a relevant discipline (e.g., Data, Computer Science, Linguistics, Ops).
- Experience in data annotation / data labeling / data operations environment.
- Demonstrated people-management experience (leading teams, performance management, coaching).
- Strong organisational and coordination skills; ability to manage multiple workflows and priorities effectively.
- Excellent communication and interpersonal skills; capable of working cross-functionally.
- Strong attention to detail, quality-oriented mindset, good analytical skills to review performance metrics and drive improvement.
Preferred:
- Experience in AI/ML domain (language, vision, speech); familiarity with annotation tools/platforms.
- Experience in process improvement, scaling annotation operations, working with large datasets.
- Experience with vendor/contractor management (if relevant).
- Experience working in fast-moving, dynamic environments, and adapting to shifting priorities.
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