Sr. Data Science Developer - Contract - Perth
Core
Build stock-and-flow models and time-series forecasts to support demand-scenario construction and sensitivity analysis.
Role type
Sr. Data Science Developer (Systems Dynamics & Forecasting)
Builds
Dynamic simulation models and forecast scenarios
Domain
Systems dynamics, time-series forecasting, demand planning
Deliverable
production ML models
Required skills
stock-and-flow modelling, causal loop diagrams, model calibration, time-series forecasting, parameter estimation, Python, R, SQL, sensitivity analysis, scenario analysis
Preferred skills
arrays, modules, calibration, optimisation, dynamic data import/export
Responsibilities
calibrate models to historical data, perform validation and sensitivity analysis, construct demand scenarios, estimate parameters under uncertainty
Seniority
Senior, hands-on IC
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