Prediction Markets Quantitative Engineer
Hong Kong, Hong Kong, Hong Kong
HKD 248K-365K (estimate) Senior-level Full Time
Tasks
- Build backtests with realistic costs
- Build data pipelines and real time services
- Build position sizing and risk frameworks
- Calibrate models using heterogeneous signals
- Collaborate with trading risk compliance stakeholders
- Create monitoring dashboards and alerts
- Design cross market arbitrage strategies
- Design fair value and uncertainty diagnostics
- Detect event probability mispricing
- Develop probabilistic forecasting models
- Enforce probability coherence constraints
- Ensure experiment reproducibility with CI CD
- Evaluate models with proper scoring rules
- Implement experiment tracking and model registry
- Implement order management and smart routing
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Backtesting | Bayesian Methods | BigQuery | CI/CD | Calibration | DBT | Docker | Ensemble Methods | Experiment tracking | GitHub Actions | Grafana | Kafka | Kubernetes | Machine Learning | Model Registry | NumPy | Observability | OpenTelemetry | Pandas | PostgreSQL | Probabilistic Programming | Probability | Prometheus | PyTorch | Pymc | Python | SQL | SciPy | Scikit-learn | Stan | Statistics | Time Series
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
Developer | Engineer | Quantitative Developer | Quantitative Engineer
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