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Spatial Reasoning Evaluation Specialist - Video RL

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Onsite

Spatial Reasoning Evaluation Specialist - Video RL

Innodata Inc.

Spatial Reasoning Evaluation Specialist - Video RL

Skills

Data ScienceMachine LearningAI

1 month ago

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Important information


Contract type:

Freelance / Contract

Location:

Noida, Uttar Pradesh, India

Work mode:

Onsite

Published on:

25 September 2026

What they need


Role Overview:

We are looking for Spatial Reasoning Evaluation Specialists to support a Video Reinforcement Learning (Video RL) program focused on AI-generated videos, autonomous agents, physical-AI simulations, and spatial reasoning. The role involves reviewing AI-generated video outputs and evaluating whether the AI is performing actions correctly, logically, and realistically.

Key Responsibilities:

  • Review AI-generated videos frame-by-frame and evaluate the correctness of actions and movements.
  • Check temporal sequence, action order, and cause-effect relationships in videos.
  • Evaluate whether AI-generated actions are aligned with the intended goal or task.
  • Identify spatial, physical, visual, and motion-related errors in AI outputs.
  • Review video segmentation, bounding boxes, masks, object boundaries, and avatar/character movements.
  • Identify issues such as visual hallucinations, unnatural physics, clipping, incorrect movements, and inconsistencies.
  • Provide clear, structured and evidence-based feedback explaining why an AI output is correct or incorrect.
  • Support the creation and validation of ground-truth datasets and edge-case scenarios.

Mandatory Requirements:

Bachelor’s/Master’s degree in STEM - Computer Science, Engineering, Physics, Mathematics, Data Science or related field.

Relevant exposure to at least one of the following:

  • Video Analysis
  • Computer Vision
  • AI/ML
  • Reinforcement Learning
  • Robotics / Simulation
  • Video/Data Annotation
  • AI Model Evaluation
  • Strong spatial and temporal reasoning skills.
  • Excellent attention to detail, particularly when analyzing visual content frame-by frame.
  • Ability to identify logical, physical and visual inconsistencies in videos.

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