Senior Machine Learning Engineer
EatClub
Senior Machine Learning Engineer
EatClub is seeking a Senior Machine Learning Engineer in Bondi Junction, Australia to own MLOps infrastructure including feature stores, model deployment pipelines, and serving APIs. The role requires strong Python, Databricks, AWS, and production software engineering skills, working closely with a Senior Data Scientist to productionise demand forecasting and experimentation systems.
Senior Machine Learning Engineer
EatClub is seeking a Senior Machine Learning Engineer in Bondi Junction, Australia to own MLOps infrastructure including feature stores, model deployment pipelines, and serving APIs. The role requires strong Python, Databricks, AWS, and production software engineering skills, working closely with a Senior Data Scientist to productionise demand forecasting and experimentation systems.
Salary
Core Qualifications
Technical (Must-have)
Soft Skills
Preferred Qualifications
Technical (Nice-to-have)
Key Responsibilities
- Stand up or harden a piece of the feature store
- Own the model deployment pipeline end to end: versioning, rollout, rollback, monitoring, drift detection
- Build and maintain the Databricks-based experimentation environment
- Design and operate the serving APIs that turn a forecast into something a restaurant operator sees in the product
- Productionise a new modelling approach (e.g. a TiDE-class neural forecaster)
- Build the infrastructure behind variance attribution and the LLM-and-vector-DB direction
- Push the team's AI-first workflow forward: agentic loops, async runs, humans on final review
- Work on hard systems problems and review your work with the Senior Data Scientist