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Data Annotation Associate Specialist

External
motional logoMotional · Singapore, Singapore
Full-timeOn-site1mo ago
AuditingDocumentationMachine LearningMoveSAFe
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Responsibilities

  • Annotating 2D video (e.g., bounding boxes) and 3D LiDAR (e.g., cuboid and BEV top-down) on merged sensor data to label objects of interest or full scenes
  • Auditing and performing quality reviews of annotations to maintain high data quality and prevent errors
  • Adhering to annotation instructions and guidelines while providing feedback to refine documentation and ensure consistency
  • Collaborating with machine learning engineers, project managers, and other Data Annotation team members to improve instructions, guidelines, and overall processes
  • Utilizing a variety of in-house and vendor annotation tools to perform tasks efficiently, while providing suggestions for tool optimization
  • Meeting deadlines and maintaining high project standards in a dynamic, fast-paced environment

Requirements

  • Bachelor's in any discipline
  • Fresh graduates with no experience are welcomed to apply
  • Previous experience in data annotation is required, with at least 2 years in the field for diploma holders
  • Advanced proficiency in various 2D and 3D annotation tools and a strong understanding of 2D and 3D geometry, spatial data, and coordinate systems
  • Exceptional attention to detail with an unwavering commitment to maintaining the highest levels of accuracy
  • Effective communication and interpersonal skills with the ability to collaborate across diverse teams
  • Ability to work independently and manage time effectively to meet strict project deadlines
  • Adaptability and resilience when working in fast-paced, evolving environment
  • Bonus points (not required):
  • Prior experience in the Autonomous Vehicle industry
  • Experience working with diverse cultures and managing projects across multiple time zone
  • Motional is a driverless technology company making autonomous vehicles a safe, reliable, and accessible reality. We're driven by something more.
  • Our journey is always people first.
  • Higher purpose, greater impact.
  • Scale up, not starting up.

Benefits

Performance bonus

Additional Information

The Data Annotation Associate Specialist is responsible for the annotation and quality review of data used to train and evaluate machine learning models to improve autonomous vehicle technology. We are looking for an Associate Specialist to perform audits of 2D and 3D human annotated data in both in-house and external annotation tooling. This work ensures that every frame of data meets the highest standards of precision and safety.


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