Senior Machine Learning Engineer - Pricing Intelligence - AMP
CAD 125K-152K (estimate) Senior-level Full Time
Tasks
- Add monitoring and rollback capabilities
- Build evaluation systems
- Build intelligent explanations and decision tools
- Build safe experimentation systems
- Create historical replay
- Debug pricing and production incidents
- Design forecasting models
- Develop pricing intelligence models
- Develop production machine learning services
- Estimate demand elasticity
- Explore data
- Frame machine learning problems
- Implement contextual bandits
- Implement reinforcement learning
- Improve data pipelines
- Run backtesting and shadow deployment
- Support controlled model rollouts
- Trace customer reported issues to root cause
Perks/Benefits
- N/A
Skills/Tech-stack
AWS ECS | AWS Fargate | Alembic | Amazon EventBridge | Amazon S3 | Amazon SQS | Anthropic API | Backtesting | CI/CD | CloudWatch | Contextual Bandits | Docker | Elasticity estimation | Experiment design | FastAPI | GitHub Actions | Langchain | Langgraph | Model Evaluation | NumPy | OpenAI API | Pandas | Polars | PostHog | PostgreSQL | Probabilistic Forecasting | Prometheus | Pydantic | Python | Redis | Reinforcement Learning | SQL | SQLAlchemy | Series forecasting | Shadow Deployment | StatsModels | Statsmodel | Time Series | Time Series Forecasting
Education
N/A
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