2 days ago

Data Scientist

REA Group

Sydney

2 days ago

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Data Scientist

REA Group is seeking an experienced Data Scientist to join its PropTrack Data Science Team in Sydney. The role focuses on enhancing the residential property Automated Valuation Model (AVM), extending market metrics, and building innovative customer-focused products using AI, machine learning, and statistical modelling. Requires 2+ years of industry experience, strong Python and SQL skills, and expertise in statistical modelling and machine learning.

Core AIHybridFull-timeEntry LevelPythonSQL

Data Scientist

Apply

Core AIHybridFull-timeEntry LevelPython

Salary

Not specified

Work Location

Sydney, New South Wales, Australia, AU

Work Model

Hybrid and flexible approach to working; permanent full time role based in Sydney; remote status: On-site

Experience Required

2 years

Employment Type

Full-time

Experience Level

2+ years industry experience

Core Qualifications

Technical (Must-have)

PythonSQLAWSDockerBigQuerypandasNumPyscikit-learnGitJiraConfluenceCIInfrastructure as CodeContainerisationStatistical ModellingMachine LearningData StructuresAlgorithm DesignComplexity Analysis

Soft Skills

CollaborationCommunicationAttention to DetailProblem SolvingTeam PlayerStructured Approach

Key Responsibilities

•Contribute to design and development of AI solutions using AWS, Docker, Python, BigQuery, and other technologies.
•Apply domain knowledge to extract, manipulate and process data from multiple sources and assemble datasets for modelling
•Finding or engineering new features that can be ingested into PropTrack’s AI platform
•Prototyping and building new statistical and machine learning models to improve model performance
•Hyperparameter tuning and cross-validating model performance
•Develop and maintain model visualisation tools for analytics and business support
•Document projects and processes on Confluence and Git repositories
•Project presentations within the data science team and to broader REA audience

Data ScientistTechnologyInformation and MediaEngineeringInformation TechnologyFull-timeOn-siteSydneyAIMachine Learning

Core Qualifications

Technical (Must-have)

PythonSQLAWSDockerBigQuerypandasNumPyscikit-learnGitJiraConfluenceCIInfrastructure as CodeContainerisationStatistical ModellingMachine LearningData StructuresAlgorithm DesignComplexity Analysis

Soft Skills

CollaborationCommunicationAttention to DetailProblem SolvingTeam PlayerStructured Approach

Key Responsibilities

•Contribute to design and development of AI solutions using AWS, Docker, Python, BigQuery, and other technologies.

•Apply domain knowledge to extract, manipulate and process data from multiple sources and assemble datasets for modelling

•Finding or engineering new features that can be ingested into PropTrack’s AI platform

•Prototyping and building new statistical and machine learning models to improve model performance

•Hyperparameter tuning and cross-validating model performance

•Develop and maintain model visualisation tools for analytics and business support

•Document projects and processes on Confluence and Git repositories

•Project presentations within the data science team and to broader REA audience