Senior Data Scientist
EatClub
Sydney
1 week ago
Senior Data Scientist
EatClub seeks a Senior Data Scientist with strong ML engineering skills to join their Sydney-based team. The role focuses on building production-ready forecasting models for thousands of venues, improving forecast accuracy, and collaborating closely with ML engineers. Ideal candidates have deep demand forecasting experience and a bias toward shipping.
Hybrid
Full-time
Senior
Python
PySpark
Salary
Not specified
Core Qualifications
Technical (Must-have)
PythonPySparkpandasscikit-learnLightGBMXGBoostProphetAutoARIMAAutoETSDatabricks
Soft Skills
communicationstatistical rigourbias to actioncuriositylow egodirectness
Tools (Must-have)
plotlypytestClaude Code
Preferred Qualifications
Technical (Nice-to-have)
LLMRAGvector DBAWSTiDE-class neural forecasters
Key Responsibilities
- Run model evaluations across hundreds of venues and ship results
- Refine requirements for feature store, model deployment pipelines, and Databricks experimentation environment
- Utilize AutoML and LLMs for model iteration and explainability
- Productionise new modelling approaches and validate compute footprint
- Land variance attribution for forecast explainability
- Push AI-first workflow: agentic loops, async runs, human review
Senior Data ScientistDemand ForecastingMachine LearningPythonDatabricksHybridSydneyEatClub