Must-Have: Computer Vision Model, Gen AI
Positive-to-Have: Vision Platforms
Role descriptions / Expectations from the Role
1 Solution Architecture
Design end-to-end Computer Vision solutions from data acquisition to production deployment.
Define scalable architectures for image, video, and multi-modal AI systems.
Create high-level and low-level design documents.
Define AI platform and MLOps architecture for Vision AI workloads.
2
AI Model Development
Architect solutions using:
Object Detection
Image Classification
Instance Segmentation
Semantic Segmentation
OCR & Document AI
Anomaly Detection
Human Pose Estimation
Tracking & Re-identification
Activity Recognition
Visual Search
3
Advanced Vision AI
Design solutions leveraging:
Vision Language Models (VLM)
Multimodal AI
Generative AI for Images/Videos
Vision-enabled Agents
Video Understanding Models
Knowledge Graph integration with Vision AI