Associate Applied AI Engineer – GenAI Systems
CAN, Ontario, Toronto, 200 Bloor Street East, Canada
CAD 69K-115K Mid-level Full Time
Tasks
- Build Retrieval-Augmented Generation solutions
- Build machine learning solutions for forecasting and classification
- Create runbooks and support user acceptance testing
- Create system context and runtime sequence artifacts
- Design genai evaluation with scenario coverage and regression testing
- Design structured summarization and extraction workflows
- Document model limitations and guardrails
- Ensure privacy and security with access controls
- Implement CI/CD deployment and monitoring
- Implement model evaluation with holdouts and error analysis
- Prepare evidence for model risk review and governance
- Productionize solutions with data pipelines and model packaging
- Support data quality drift and performance monitoring
- Translate business problems into solution approach
- Write maintainable tested code with version control and logging
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | Anomaly Detection | Backtesting | CI/CD | Classification | Databricks | Debugging | Embeddings | Error Analysis | Feature Engineering | Forecasting | Function Calling | Git | Holdout testing | Integration Testing | Language Processing | Logging | Machine Learning | Model Registry | Monitoring | Natural Language | Natural Language Processing | Prompt orchestration) | PyTorch | Python | RAG | Regression testing | Reranking | Retrieval | Retrieval-Augmented Generation | SQL | Scenario coverage | Scikit-learn | Semantic Search | Spark | Structured outputs | TensorFlow | Tool-Calling | Unit Testing | Vector Database
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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