Artificial Intelligence Developer

3 weeks ago

Melbourne, Victoria, Australia REA Group Full time
Immerse Yourself in AI Innovation

We are REA Group, a pioneering force in the digital property space, and we're seeking a skilled Machine Learning Engineer to join our Consumer Experience division.

About the Role

In this dynamic position, you'll be responsible for designing and developing cutting-edge AI solutions that revolutionize user experiences across our web and app platforms. Your expertise will be instrumental in creating personalized and relevant property solutions that drive business impact.

You'll collaborate closely with our talented team to build, manage, and maintain machine learning models and processes, including classification models, deep learning algorithms, and recommendation engines. With your passion for innovation, you'll contribute to the development of scalable, real-time solutions that enhance search experiences, provide tailored recommendations, and create engaging consumer interactions.

Your Key Responsibilities
  • Design and develop multi-modal AI solutions (text, image, audio, video) for our web and app platforms.
  • Utilize Generative AI, LLMs, and VLMs, combining them with traditional ML techniques to deliver impactful solutions.
  • Build and deploy real-time ML APIs and batch pipelines using multi-cloud frameworks (AWS/GCP) and tools like Sage Maker/Vertex AI, Docker, Infrastructure as Code, and Python.
  • Develop models that enhance property valuations, predict user behavior, and provide personalized experiences.
  • Create recommender systems (Collaborative Filtering, Content-Based, Hybrid) using techniques like Matrix Factorization, Learning to Rank, and Deep Learning.
  • Extract insights from structured and unstructured data (e.g., text, image, video) for business impact.
  • Develop visualization tools to support data and model analytics.
  • Collaborate with internal stakeholders to design and enhance data products.
Your Ideal Profile

We're looking for someone with:

  • Practical experience in ML engineering, data science, or related fields.
  • Proficiency in large-scale development with Python.
  • Competence in one or more areas: Deep Learning / Generative AI, Computer Vision, Recommender Systems, Machine Learning.
  • Experience with key ML libraries such as PyTorch, Keras, HF models, Transformers, XGBoost/Light GBM, and Scikit-learn.
  • Familiarity with relational databases (e.g., MySQL, PostgreSQL), BigQuery, and NoSQL databases (e.g., Redis/DynamoDB, Elastic Search/Solr, Graph DB).
  • Experience with cloud platforms: AWS (e.g., EC2, ELB, S3, VPC, Route 53) OR Google Cloud (e.g., Vertex AI, Compute Engine, Pub/Sub, GCS).
  • Comfort with containerization technologies such as Docker.
  • Some experience deploying AI systems in real-time production environments.
  • Familiarity with deployment tools like Terraform or CloudFormation.
  • Good communication and interpersonal skills.
What We Offer

We're committed to your growth and well-being. As a REA Group employee, you'll enjoy:

  • A competitive salary range of $120,000 - $180,000 per annum, based on experience.
  • A hybrid work arrangement that balances flexibility and collaboration.
  • Flexible parental leave offering for primary and secondary carers.
  • Programs to support mental, emotional, financial, and physical health & wellbeing.
  • The opportunity to work on cutting-edge AI projects that make a tangible impact.
  • A collaborative and inclusive work environment that values diversity and promotes equity.

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