2 months ago
Sydney, AustraliaMid Level
Responsibilities
- Design, code, test, and deploy machine learning pipelines using Python, SQL, AWS, and GCP.
- Build AI products using generative AI, LLMs, and traditional machine learning techniques.
- Prototype proofs of concept and evaluate new ideas with senior engineers.
- Support data processes through ad-hoc analysis, automated dashboards, and self-service reporting tools.
- Analyze data coverage and quality across internal and external datasets.
- Follow software development practices including test-driven development, continuous delivery, and pair programming.
- Share operational responsibility for software using the organization’s “you build it; you run it” philosophy.
- Collaborate with business stakeholders and contribute to team learning and mentoring.
Requirements
- Programming ability in SQL, Python, R, C#, or similar languages.
- Passion for machine learning, deep learning, generative AI, time-series analysis and forecasting, and software development.
- In-depth knowledge of the machine learning model lifecycle.
- Experience with ML and hosting libraries such as XGBoost, LightGBM, Scikit-learn, PyTorch, Keras, HF models, Transformers, FastAPI, or Flask.
- Ability to clean, analyze, and interpret large datasets and identify incorrect or inconsistent data.
- Basic understanding of cloud service providers including AWS, Azure, and Google Cloud Platform and their core services and applications.
- Ability to communicate and collaborate effectively with business stakeholders.
- Bachelor’s degree in Computer Science, Mathematics, Statistics, or a similar discipline.
Benefits
- Permanent role based in Sydney with a hybrid and flexible working approach.
- Flexible leave options including birthday leave and the ability to purchase additional leave.
- Flexible parental leave for primary and secondary carers.
- Volunteering leave, community grants, matched payroll giving, and a community café supporting charity through the Because We Care program.
- Hackdays and opportunities for learning, mentoring, and professional growth.
- Commitment to diversity, equity, and inclusion.
Tech Stack
Categories
About REA Group
REA Group (ASX: REA) builds online property marketplaces and related data and financing services used by home seekers, real estate agents, and developers. Its core brands include realestate.com.au and realcommercial.com.au in Australia, monetized through advertising, listings, and lead-generation, plus mortgage broking and property analytics (PropTrack). Founded in 1995 and headquartered in Richmond, Victoria, the company is majority-owned by News Corp.