Applied AI Engineer – GenAI Systems
CAN, Ontario, Toronto, 200 Bloor Street East, Canada
CAD 94K-144K Senior-level Full Time
Tasks
- Build retrieval augmented generation and summarization capabilities
- Create model risk review documentation and validation evidence
- Create system design artifacts and evidence plans
- Define evaluation plans with backtesting and out of time testing
- Design end to end GenAI and ML solutions
- Develop forecasting classification NLP optimization anomaly detection and scenario analysis models
- Develop guardrails and safe use workflows
- Engineer features from structured and unstructured data
- Implement monitoring for data drift and performance degradation
- Implement privacy security controls and data minimization
- Mentor junior scientists through design reviews and evaluation practices
- Perform error analysis and quality evaluation for GenAI
- Productionize data pipelines model packaging deployment and monitoring
- Translate business problems into solution approach
Perks/Benefits
- Dental insurance
- Disability insurance
- Employee assistance program
- Health insurance
- Life insurance
- Paid time off
- Retirement savings plan
- Vision insurance
- Wellness benefits
Skills/Tech-stack
APIs | Agent Orchestration | Anomaly Detection | Backtesting | CI/CD | Classification | Data Lineage | Data Quality | Embeddings | Error Analysis | Feature Engineering | Forecasting | Git | Integration Testing | LLM Evaluation | Langchain | Language Processing | Logging | Machine Learning | Microservices | Model Drift | Monitoring | Natural Language | Natural Language Processing | Optimization | Out of Time Testing | Prompt engineering | Python | Regression testing | Retrieval-Augmented Generation | SQL | Semantic Kernel | Semantic Search | Structured summarization | Tool-Calling | Unit Testing | Vector Databases
Education
N/A
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