AI Model Development Lead

1 week ago

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

As a seasoned Machine Learning Engineer, you will be pivotal in bringing AI innovation to life.

About the Role

This is an exceptional opportunity to join our team of talented engineers and researchers in shaping the future of Generative AI.

Key Responsibilities
  • We are seeking a highly skilled professional to collaborate with researchers and bring new models from prototype to production.
  • You will be responsible for designing and maintaining production pipelines for diffusion-based generative models.
  • Optimising inference for speed, reliability, and efficiency will be a key aspect of your role.
  • You will tackle complex challenges like orchestrating multi-GPU video pipelines while ensuring systems are intuitive and maintainable.
  • Your expertise in automated MLOps pipelines covering training, deployment, monitoring, and retraining will be invaluable.
  • You will create scalable data pipelines and storage solutions to support high-throughput workloads.
  • Setting up clear monitoring and alerting for model performance will be essential.
Requirements
  • Generative AI Experience: You will have 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 (S3, EC2, SageMaker), 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 Python skills and a focus on writing clear, maintainable, and collaborative code.
What We Offer
  • Inclusive Culture: We celebrate diversity and are committed to creating an inclusive environment where everyone feels valued and empowered.
  • Flexible Work Environment: We understand the importance of work-life balance. Enjoy the flexibility to work remotely or from our vibrant offices.
  • Empowering Growth: Your development is our priority. We offer continuous learning opportunities and career growth tailored to your goals.
  • Impactful Work: Join us in shaping the future of AI.

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