Senior Research Scientist - Design Generation (Sydney)
Core
Train and evaluate generative models (LLMs, MLLMs) to power AI-assisted design creation for hundreds of millions of users.
Role type
Senior Research Scientist (Generative AI/Design)
Builds
Generative models and techniques for AI-assisted design creation
Domain
Generative AI, Multimodal Learning, Design Technology
Deliverable
production ML models
Required skills
Training generative models at scale, fine-tuning LLMs/MLLMs, designing novel training objectives, wrangling large-scale data pipelines, multi-GPU training setups, defining metrics for generative quality, end-to-end research project ownership
Preferred skills
Background in diffusion or image generation
Technologies
LLMs, MLLMs, multi-GPU setups
Responsibilities
Train and evaluate generative models like LLMs for design generation, Design and run experiments to test hypotheses about model architecture and data, Build and improve evaluation methods and benchmarks for measuring generative design quality, Translate research findings into techniques and approaches the team can move toward production, Investigate model quality issues, failure modes, and gaps against user and business needs, Stay current with generative modelling research and bring relevant advances into the team's work
Seniority
Senior, hands-on IC
