Senior Machine Learning Engineer
Australia - Victoria - Fully Flexible
R
AUD 143K-210K (estimate) Senior-level Full Time
Tasks
- Architect durable agent runtime
- Build gRPC and GraphQL APIs
- Build long running workflow orchestration
- Build memory manager for agents
- Create guardrails for LLM output validation
- Design event-driven architecture
- Develop MCP servers and clients
- Implement distributed state management
- Implement schema validation for LLM outputs
- Implement vector storage and eviction policies
- Integrate tool discovery for agents
- Optimize RAG pipelines
Perks/Benefits
Skills/Tech-stack
AWS Step Functions | Async Task Execution | Distributed State | Distributed Systems | Distributed state management | Event Driven | Event-driven architecture | GRPC | Go | GraphQL | Java | Kafka | LLM | MCP | Machine Learning | Pinecone | PostgreSQL | Pydantic | Python | RAG | Retrieval-Augmented Generation | State management | Step Functions | Task execution | Vector Database | Weaviate | Zod
Education
N/A
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