
Advanced Data Scientist Position
3 days ago
We are seeking a highly skilled and experienced data scientist to join our team in the State Operational Data Store Program. This is an exciting opportunity for someone who can deliver advanced data analysis and data scientist related tasks for projects undertaken by the team.
The successful candidate will be responsible for designing, developing, and refining machine learning algorithms to ensure outputs are reproducible, robust, and aligned with current best practices. They will also interpret output derived from algorithms generated, clearly articulating underlying assumptions, limitations, and implications for stakeholders.
The ideal candidate will have relevant tertiary qualifications and/or relevant experience in data science, data analytics, actuarial, mathematics, and statistics. A history of openness and curiosity to explore new analytics techniques and data engineering principles and tools is essential.
Relevant experience applying advanced analytical methodologies, including predictive modelling (e.g. Generalised Linear Model regression, discriminant analysis, gradient boosting or similar).
Experience with machine learning concepts and algorithms (e.g. supervised and unsupervised learning, regression, classification, clustering, and natural language processing (NLP), deep learning techniques, neural networks etc.).
Experience with SQL, Python, R, Jupyter Notebook and core data science libraries (e.g Pandas/NumPy/scikit-learn/Matplotlib/TensorFlow/PyTorch).
Experience with data wrangling and feature engineering including cleaning, transforming, and preparing complex datasets for analysis and modelling.
This role involves working with various technologies and tools used in the industry to produce accurate and reliable results. The ideal candidate will be able to apply knowledge of statistical models, programming languages, and data visualisation techniques to extract insights from large datasets.
By contributing to the growth and success of our organisation, you will have the opportunity to work on challenging projects that drive business outcomes, develop your skills and expertise, and contribute to the development of innovative solutions.
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