Chief Machine Learning Architect

6 days ago

Perth, Western Australia beBeeMachine Full time $126,000 - $178,000
Senior Machine Learning Engineer

We are seeking an experienced Senior Machine Learning Engineer to join our platform team. This role will involve developing and maintaining production pipelines for generative models, as well as collaborating with researchers to bring new models from prototype to production.

Key Responsibilities:
  • Develop and maintain automated MLOps pipelines covering training, deployment, monitoring, and retraining of machine learning models.
  • Build scalable data pipelines and storage solutions to support high-throughput workloads.
  • Design secure, reliable infrastructure on cloud platforms using Infrastructure-as-Code tools like Terraform.
  • Collaborate with cross-functional teams to develop shared tooling, reusable workflows, and architecture patterns that help teams build and ship faster.
Requirements:
  • Generative AI Experience: 2+ years of experience deploying diffusion-based or similar generative models into production and working with inference optimisation techniques.
  • MLOps Expertise: Proven skills in building automated, reliable workflows for training, deploying, and monitoring ML models at scale.
  • Infrastructure & Cloud: Hands-on experience with cloud platforms (AWS), Kubernetes, Docker, and Infrastructure-as-Code (Terraform).
  • Performance & Efficiency: Proficient in techniques such as quantisation, distillation, caching, and distributed inference.
  • Data Foundations: Ability to design scalable data pipelines and storage solutions (SQL/NoSQL).
  • Engineering Craft: Strong programming skills in Python and a focus on writing clear, maintainable, and collaborative code.
  • Collaboration & Growth: Thrive in cross-functional teams, value open feedback, and enjoy supporting others' success while learning continuously.

This role requires strong technical skills, excellent collaboration and communication skills, and the ability to work effectively in a fast-paced environment.

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