
Data Scientist Developer
2 weeks ago
Job Title: Data Science Application Engineer
iSelect is a leading insurance broker in Australia, part of the Auto & General Insurance Company group. We empower millions of Australians to compare and buy their personal finance and household products.
Role Overview:
As a Data Science Application Engineer, you will bridge data science and engineering, supporting machine learning pipeline deployment, model productionization, and orchestration process streamlining. You will collaborate with Data Scientists and Software Engineers to deliver scalable and reproducible ML applications.
Key Responsibilities:
- Collaborate with Data Scientists to build and maintain machine learning pipelines using Databricks (PySpark, Delta Lake, MLflow).
- Design and implement orchestration workflows using Databricks Workflows.
- Manage model deployment, versioning, and lifecycle using MLflow or similar tools.
- Set up and monitor CI/CD pipelines for data science and ML applications.
- Build simple backend services (e.g., REST APIs) or lightweight frontends to support demo applications or PoCs.
- Ensure code quality, modularity, and reusability across pipelines and tools.
- Contribute to documentation, tooling, and infrastructure to accelerate experimentation and delivery.
- Work with DevOps/Infra teams to ensure scalable, secure, and efficient operation of ML services.
Requirements:
- Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, Engineering, or a related field.
- Solid Python and SQL programming skills, especially in data and ML contexts.
- 2-5 years' experience with Databricks or equivalent data platforms.
- Familiarity with ML lifecycle tools (MLflow, etc.).
- Understanding of modern orchestration tools.
- Experience with Git and CI/CD tools (e.g., GitHub Actions, Azure DevOps).
- Knowledge of REST API development (e.g., FastAPI, Flask) and basic frontend skills (optional but a plus).
- Familiarity with cloud platforms (AWS, Azure, or GCP).
What's in it for you:
- Career Opportunities
- A competitive salary and generous uncapped commission scheme
- The opportunity to work with a well-known, household brand
- Work with a team of highly energized, motivated, and driven professionals
- Recharge days per year (in addition to annual leave)
- Free coffee, café, and state-of-the-art workspace
- Impressive Employee Benefits Programs
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