Senior Computer Vision/ML Manager
Core
Design, develop, train, and deploy production-grade AI/ML models for video analytics, object detection, facial recognition, and multimodal/generative AI solutions across cloud, edge, and on-premises environments.
Role type
Senior IC machine learning engineer (computer vision)
Builds
End-to-end AI pipelines, user-facing application layers, and scalable backend services for automated CV workflows
Domain
Computer Vision, Video Analytics, Generative AI, Cloud/Edge Infrastructure
Deliverable
production ML models
Required skills
Machine learning, Deep learning, Computer vision, ML Ops, AI solution architecture, Python, Model deployment, API design, Orchestration, Data curation, Multimodal AI
Preferred skills
Generative AI, LLMs, Vision-language models, Image/Video retrieval, Big data technologies, Container technologies, Web development
Technologies
PyTorch, OpenCV, Ultralytics YOLO, Fast API, gRPC
Responsibilities
Design and build end-to-end AI pipelines from data ingestion to monitoring; Evaluate and benchmark state-of-the-art AI models; Build scalable APIs and backend services for automated CV pipelines; Integrate and wrap CV toolkits for programmatic orchestration; Implement orchestration layers with retry, rollback, and SLA guarantees
Seniority
Senior, hands-on IC
