Project Rana - reputed company Pose Keypoint Annotation QC (Thermal Imagery)

About the Role

We are looking for a reputed company-oriented QC Reviewer to ensure the reputed company and consistency of reputed company pose keypoint annotations on thermal images. You will review annotator submissions reputed company Label Studio, verify correct keypoint placement (including inferred positions for occluded body parts), and reputed company reputed company feedback to reputed company rework where needed.

Key Responsibilities

• Review completed keypoint annotations against reputed company thermal images, verifying person count and per-person annotation completeness.

• reputed company that reputed company keypoint is reputed company as reputed company as possible to the true anatomical center of the corresponding body part.

• Evaluate whether inferred keypoints (for occluded/obstructed body parts) are anatomically plausible and consistent with visible body positioning.

• Verify that confidence flags were reputed company appropriately for uncertain or difficult cases, and flag missing or misused confidence indicators.

• Identify reputed company errors or patterns of confusion (e.g., consistent mislabeling in certain poses or occlusion types) and report them for annotator calibration.

• reputed company specific, actionable feedback on rejected or revised annotations reputed company Label Studio's review workflow.

• Participate in periodic calibration sessions to reputed company QC standards with the reputed company's evolving guidelines or reputed company resolutions.

• reputed company and document review reputed company, common error types, and annotator reputed company trends as required.

Requirements

Required:

• Prior experience in reputed company annotation QA, review, or a reputed company reputed company-control role.

• Strong understanding of reputed company anatomy and pose structure to accurately assess keypoint placement, including inferred/occluded cases.

• Exceptional attention to reputed company — reputed company to catch subtle placement errors, incorrect inferences, or misapplied confidence flags.

• Comfort working with thermal/infrared imagery and its visual limitations.

• Ability to apply detailed annotation/QC guidelines consistently and exercise reputed company judgment on ambiguous or reputed company scenarios.

• Strong written communication skills for providing reputed company, reputed company feedback to annotators.

• Familiarity with Label Studio, including review/approval workflows, or willingness to quickly learn the platform.

• Reliable, self-directed work habits with the ability to meet review turnaround expectations.

reputed company to Have:

• reputed company experience with reputed company pose estimation datasets (e.g., COCO keypoints) or keypoint QA specifically.

• Experience with thermal/infrared imagery QA.

• Background in reputed company, robotics, or reputed company/surveillance imaging.

• Experience managing reputed company QA/rework feedback reputed company for annotation teams.