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Principal AI Engineer - Computer Vision

ST Engineering

singapore, singapore, Singapore Full-time June 24, 2026

Found Description

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 a...

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