Machine Learning Resident - Client: Fillip Fleet (12 month term)
Edmonton, Alberta, Canada
CAD 56K-70K (estimate) Entry-level Full Time
Tasks
- Build entity resolution and retrieval over live data
- Build evaluation infrastructure with benchmarks
- Collaborate with stakeholders on MVP delivery
- Conduct applied research on LLM agent reliability
- Create adversarial and prompt injection test suites
- Design multi agent natural language system
- Design typed policy representation and simulation
- Develop retrieval augmented generation grounding
- Enable human in the loop confirmation for writes
- Enforce multi-tenant data isolation
- Implement CI gated regression testing
- Implement secure tool interfaces with Model Context Protocol
- Implement semantic equivalence scoring
- Map conversational references to correct entities
- Replay rule changes against historical transactions
- Translate business intent into validated policy changes
- Validate schemas for tool interfaces
Perks/Benefits
- Access to community and events
- Mentorship
- Opportunity for ongoing role
- Paid residency
- Professional development activities
Skills/Tech-stack
Adversarial Testing | Agentic AI | Benchmarking | CI/CD | Entity Resolution | Evaluation | Function Calling | Git | Guardrails | Hugging Face | Human-in-the-loop | Hybrid search | LLM Agents | LLM-as-judge | Langgraph | Language Models | Language Processing | Large Language Models | Lexical search | Linux | Machine Learning | Model Context Protocol | Multi-tenant | Multi-tenant Isolation | Natural Language | Natural Language Processing | Output generation | PostgreSQL | Prompt injection | PyTorch | Pydantic | Python | Retrieval-Augmented Generation | SQL | Schema Validation | Semantic Search | Snowflake | Structured Output | Structured output generation | Tenant Isolation | The Loop | Transformers | Unsloth | VLLM
Education
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