Senior Machine Learning Engineer
Australia - Victoria - Fully Flexible
R
AUD 143K-210K (estimate) Senior-level Full Time
Tasks
- Architect durable agent runtime
- Build guardrails for safe deterministic outputs
- Build long running workflow orchestration
- Build memory manager for agents
- Design agent tool discovery
- Design event-driven architectures
- Develop MCP servers and clients
- Develop secure tool execution and sandboxing
- Enable agent to agent collaboration
- Enforce LLM output validation schemas
- Implement API design and capability negotiation
- Implement asynchronous task execution
- Implement vector storage and eviction policies
- Manage distributed state
- Optimize RAG pipelines
Perks/Benefits
Skills/Tech-stack
AWS Step Functions | Agentic AI | Async Task Processing | Distributed State | Distributed state management | Event Driven | Event-driven architecture | GRPC | Go | GraphQL | Java | Kafka | LLMOps | Language Models | Large Language Models | Long Running Workflows | MCP | Machine Learning | Model Context Protocol | Pinecone | PostgreSQL | Pydantic | Python | RAG | React | State management | Step Functions | Task processing | Vector Database | Weaviate | Zod
Education
N/A
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