Canadian Cybersecurity Jobs Snapshot

AI Developer

Nexvant Solutions • Contract • Toronto, ON, CA • 1m ago

2+ yrs of Native RAG Implementation: Custom chunking, embeddings, hybrid search, re-ranking, and retrieval logic.
2+ yrs of Agentic Programming: Building tool-use flows, working memory, state machines, and deterministic agent orchestration.
3+ yrs Prompt Engineering: Crafting structured prompts, multi-shot reasoning scaffolds, and domain-specific context packing.
5+ yrs of Python Engineering: Strong fundamentals, async programming, concurrency, and performance tuning.
FastAPI: Building transparent, debuggable AI microservices.
Structured Extraction: JSON schema design, Pydantic models, and deterministic extraction patterns.
LLM Tooling: Experience with HTTP clients, raw API calls, and minimal-framework AI development.
Testing & Debugging: Unit tests for agents, RAG regression tests, and prompt-level debugging
Observability: Instrumenting tracing, logging, and token/latency metrics for agents and RAG components.

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