L1 Surgical Video Annotator (Verification/Correction)
DallasTX(Onsite)
Location: Dallas TX Type: Full-time Reports to: Annotation Lead / Program Lead Mission: Produce high-volume high-accuracy annotations by verifying and correcting pre-labels per guidelines.
Responsibilities
Verify/correct pre-labeled annotations for assigned tasks (temporal phases/steps tools anatomy events as scoped).
Follow labeling guidelines strictly; tag ambiguity categories and add required notes.
Use tool features efficiently (hotkeys bookmarks frame selection clip-level summaries).
Hit throughput and quality targets; minimize rework.
Participate in calibration sessions; incorporate guideline updates immediately.
Flag edge cases (low visibility occlusion rare events) for escalation.
Requirements
1 3 years in video/image annotation or QA operations (healthcare preferred).
High attention to detail; able to follow strict SOPs.
Comfortable with annotation tools and basic data concepts (classes timestamps bounding boxes/masks).
Good written English; able to document exceptions clearly.
KPIs
Throughput (labeled minutes/day) defect rate rework % guideline adherence score calibration pass rate.
L1 Surgical Video Annotator (Verification/Correction) DallasTX(Onsite) Location: Dallas TX Type: Full-time Reports to: Annotation Lead / Program Lead Mission: Produce high-volume high-accuracy annotations by verifying and correcting pre-labels per guidelines. Responsibilities Verify/correct ...
L1 Surgical Video Annotator (Verification/Correction)
DallasTX(Onsite)
Location: Dallas TX Type: Full-time Reports to: Annotation Lead / Program Lead Mission: Produce high-volume high-accuracy annotations by verifying and correcting pre-labels per guidelines.
Responsibilities
Verify/correct pre-labeled annotations for assigned tasks (temporal phases/steps tools anatomy events as scoped).
Follow labeling guidelines strictly; tag ambiguity categories and add required notes.
Use tool features efficiently (hotkeys bookmarks frame selection clip-level summaries).
Hit throughput and quality targets; minimize rework.
Participate in calibration sessions; incorporate guideline updates immediately.
Flag edge cases (low visibility occlusion rare events) for escalation.
Requirements
1 3 years in video/image annotation or QA operations (healthcare preferred).
High attention to detail; able to follow strict SOPs.
Comfortable with annotation tools and basic data concepts (classes timestamps bounding boxes/masks).
Good written English; able to document exceptions clearly.
KPIs
Throughput (labeled minutes/day) defect rate rework % guideline adherence score calibration pass rate.
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