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Senior Software Engineer - Machine Learning

REA Group
Sydney
Experience1-3 years
Salary Not disclosed
LocationSydney
Job TypeFull time
Skills: Machine Learning Python PyTorch
Job Description
Job Title: Senior Software Engineer - Machine Learning Company: REA Group Job Category: Machine Learning Roles & Responsibilities: What The Role Is All About This is a unique opportunity to design and deliver delightful, reliable ML products at REA. As our Senior Software Engineer, ML, you’ll be instrumental in designing and implementing the intelligent core of our platform. You’ll tackle complex challenges in building reliable, maintainable and scalable AI/ML systems that directly impact millions of users — helping them discover properties in ways they never thought possible. The systems you and your team develop and maintain will span a range of AI/ML techniques, including audience segmentation, large language models and multimodal vision\-language models. If you’re passionate about using AI to solve real\-world problems and want to help redefine an entire industry, this role is for you. You’ll * Design, implement, test, evaluate, deploy and monitor AI/ML products, pipelines and services using Python, modern ML frameworks such as PyTorch, AWS and cloud\-native technologies. * Apply engineering best practices including test automation, CI/CD, refactoring, observability, Docker and infrastructure as code to build and operate reliable AI/ML products. * Develop, test and maintain real\-time and batch data engineering pipelines using technologies such as Airflow, SQL, BigQuery and Kafka. * Establish automated evaluation and monitoring systems to track AI product and feature performance, detect drift and ensure quality at scale. * Implement and optimise ML models for ranking, relevance and retrieval using embeddings, transformers and LLMs in production environments. * Measure and optimise third\-party models through appropriate evaluation and optimisation approaches. * Own model lifecycle management, including versioning, deployment and CI/CD integration for reproducible experimentation and delivery. * Contribute to discussions, design and delivery of ML platform capabilities that accelerate delivery across teams. You’ll Bring Who we’re looking for * Proficiency in machine learning, ML engineering, MLOps, software engineering and LLMs in a commercial production environment. * Demonstrated knowledge and application of machine learning across training, evaluation, inference and model monitoring, using both structured and unstructured data such as image and text. * Proficiency in Python, SQL and other relevant ML technologies. You don’t need to know every technology we use, but you do need to be able to design and create high\-quality, maintainable software. * The ability to identify the most appropriate machine learning approaches and tools for a commercial application or opportunity. * Clear written and verbal communication skills, with the ability to work collaboratively across teams and with a range of business stakeholders. * The ability to independently and collaboratively lead the design, scoping and delivery of key feature slices to a high standard and within agreed timelines. * A strong motivation to learn — we’re constantly learning together, mentoring each other and looking for ways to improve. * The ability to thrive in a fast\-paced environment and adapt quickly. Work Location: Sydney, New South Wales, Australia Availability: Full time
Requirements
With bold and ambitious goals, REA Group is changing the way the world experiences property. No matter where you are on your property journey, we’re here to help with every step — from finding your next home to financing it. Where the team fits in The AI Enrichment squad sits within the Experiences \& Platforms business unit. We’re creating new products and solutions that will shape how Australians experience property, today and into the future. You’ll work in a multifunctional team across product, machine learning, Software engineering and data engineering. Together, you’ll build data and AI products that power experiences across REA, using techniques including audience segmentation, large language models and multimodal vision\-language models. The REA Experience The physical, mental, emotional and financial health of our people is something we’ll never stop caring about. This is a place to learn, grow and make a meaningful difference. Some Of Our Perks And Benefits Include * A hybrid and flexible approach to working. * Flexible leave options, including birthday leave and the option to purchase additional leave. * Flexible parental leave for primary and secondary carers. * Our Because We Care program, offering volunteering leave, community grants, matched payroll giving and a Community Café that donates 100% of revenue to charity. * Hackdays so you can bring your big ideas to life. Our commitment to Diversity, Equity, and Inclusion We’re committed to providing a working environment that embraces and values diversity, equity and inclusion. We believe teams with diverse ideas and experiences are more creative, more effective and fuel disruptive thinking. Key Skills: Machine Learning, Python, PyTorch Salary: Not disclosed
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