Principal Data Scientist
Eveleigh, NSW - 1 Locomotive Street, Australia
AUD 142K-150K (estimate) Senior-level Full Time
Tasks
- Build and maintain data pipelines
- Containerize and deploy applications
- Deploy and manage cloud environments
- Deploy models to production
- Deploy predictive machine learning models
- Design and build agentic AI systems
- Design and implement generative AI solutions
- Design gen ai guardrails
- Develop machine learning models
- Evaluate model performance
- Execute ETL processes
- Implement retrieval-augmented generation
- Lead machine learning model overhaul
- Manage version control and CI/CD pipelines
- Orchestrate gen ai workflows
- Perform feature engineering
- Perform prompt engineering
- Tune hyperparameters
- Use statistics and probability to interpret models
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Apache Spark | Azure | CI/CD | Data Engineering | Docker | ETL | Feature Engineering | Generative AI | GitHub | Guardrail design | Hyperparameter Tuning | Langchain | Langgraph | Machine Learning | Model Evaluation | Orchestration | Probability | Prompt engineering | PyTorch | Python | R | Retrieval-Augmented Generation | SQL | Statistics | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
Data Scientist | Principal | Principal Data Scientist | Scientist
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