Staff Software Engineer - Machine Learning
Richmond, Melbourne VIC, Australia
AUD 121K-125K (estimate) Senior-level Full Time
Tasks
- Build and evolve data and feature foundations for batch and real time inference
- Champion ML best practices ethics and engineering excellence
- Collaborate cross function to design solutions
- Conduct experimentation versioning evaluation deployment monitoring
- Design build deploy operate end to end ML products pipelines services
- Detect data drift maintain model quality
- Develop and optimize LLM engineering relevance retrieval ranking and generative AI
- Develop evaluation frameworks
- Ensure ethical and compliant data use
- Implement real time and batch inference pipelines
- Lead AI/ML initiatives
- Mentor engineers and provide solution guidance
- Own production ML lifecycle
- Plan product discovery delivery and technical design
- Set technical direction for ML engineering
- Uplift ML engineering capability
Perks/Benefits
- Community grants
- Flexible leave
- Hackdays
- Hybrid work
- Matched payroll giving
- Parental leave
- Volunteering leave
Skills/Tech-stack
AWS | Airflow | BigQuery | CI/CD | Data Drift | Data drift monitoring | Drift monitoring | Experiment tracking | Feature Engineering | Generative AI | Kafka | LLM Engineering | MLOps | Machine Learning | Model Evaluation | Observability | Python | Ranking | Retrieval | SQL | Test automation
Education
N/A
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