AI Software Architect

2 weeks ago

Melbourne, Victoria, Australia beBeeEngineer Full time $150,000 - $180,000

At Maincode, we are pushing the boundaries of AI development in Australia. Our team is working on building sovereign foundation models from scratch, designing new reasoning architectures, and deploying them on state-of-the-art GPU clusters.

This is a deep engineering role that requires passion for how models are built, trained, and run, especially large-scale foundation models. As an AI Engineer, you'll be part of the team that makes this real.

Key responsibilities include building and scaling training pipelines for sovereign foundation models, designing efficient inference systems that run these models in real-world environments, optimizing data pipelines, tokenization, batch prep, and distributed training at multi-node scale.

  • Design and build systems that power large-scale training runs and efficient inference
  • Work closely with our AI Researchers to implement the latest algorithms and ideas
  • Build deep observability into training and inference, improving performance, correctness, and efficiency
  • Debug and troubleshoot the hardest parts of model training and deployment, including distributed failures, GPU bugs, data inconsistencies, and scaling limits

Requirements:

  • Passionate about how models are built, trained, and run, especially large-scale foundation models
  • Driven by curiosity about model internals, training dynamics, and system-level performance
  • Skilled in Python and ML frameworks like PyTorch or JAX. Familiarity with distributed compute (CUDA, Triton, NCCL, etc.) is a bonus but not required
  • Constantly learning, whether it's reading open-source repos, replicating research ideas, or designing your own tools to explore a problem
  • Hands-on and determined. You like writing code, running experiments, and figuring things out

Working with us means being surrounded by people who care about model internals, build things that work at scale, take pride in learning, experimenting, and shipping, and want to help Australia build independent, world-class AI systems.

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