Transformative AI Innovator

5 days ago

Brisbane, Queensland, Australia beBeeMachineLearning Full time $120,000 - $150,000

Our company is building a state-of-the-art Generative AI platform that enables millions of users to create high-quality images and videos with ease.

The Role:
  • As a Senior Machine Learning Engineer, you will work at the intersection of Generative AI and MLOps.
  • You will partner with researchers and engineers to design and implement pipelines, GPU infrastructure, and automation that transform cutting-edge research into production-ready features.
Key Responsibilities:
  • Generative AI & Inference:
    • Collaborate with researchers to bring new models from prototype to production and ensure they deliver meaningful value.
    • Build and maintain production pipelines for diffusion-based and related generative models.
    • Optimise inference for speed, reliability, and efficiency using techniques such as quantisation, distillation, caching, and multi-GPU parallelism.
  • MLOps & Infrastructure:
    • Develop and maintain automated MLOps pipelines covering training, deployment, monitoring, and retraining.
    • Build CI/CD workflows for machine learning that make handovers from research to production seamless and safe.
    • Create scalable data pipelines and storage solutions to support high-throughput workloads.
  • Platform Acceleration:
    • Be embedded in other teams to support high-impact projects requiring deep ML expertise.
    • Develop shared tooling, reusable workflows, and architecture patterns that help teams build and ship faster.
    Requirements:
    • Generative AI Experience: Experience deploying diffusion-based or similar generative models into production and working with inference optimisation techniques.
    • MLOps Expertise: Skilled in building automated, reliable workflows for training, deploying, and monitoring ML models at scale.
    • Infrastructure & Cloud: Hands-on with AWS, Kubernetes, Docker, and Infrastructure-as-Code (Terraform).
    • Performance & Efficiency: Proficient in techniques such as quantisation, distillation, caching, and distributed inference.
    Culture:
    • Inclusive Culture: We celebrate diversity and are committed to creating an inclusive environment where everyone feels valued and empowered.
    • Flexible Work Environment: Enjoy the flexibility to work remotely or from our vibrant offices.

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