Key Responsibilities
Agent Framework & Libraries Architect modular Python libraries and a CLI that expose core agent primitives—task graphs, skills, memory, and tool interfaces. Orchestration & Scheduling Implement a scalable orchestration layer (Celery, Argo Workflows, Prefect, or similar) that runs multi‑step CV pipelines with retry, rollback, and SLA guarantees. Integrate vector and hybrid search stores so agents can retrieve data during execution. Tooling & Developer Experience Create CLI utilities and REST/gRPC APIs that let engineers trigger, inspect, and debug agent runs. Maintain CI/CD pipelines, comprehensive test suites, and infrastructure‑as‑code so the agent platform ships reliably on a bi‑weekly cadence. Integrate CV Toolkits Wrap best‑in‑class vision components (OpenCV, TorchVision, MMDetection, Ultralytics YOLO, Albumentations, etc.) so agents can call data‑prep, augmentation, model‑zoo, and metric utilities on demand to meet user requirements. Must-Have Skills Solid ...