Engineer
Production AI Engineer designs, trains, evaluates, and deploys high-performance ML and deep learning systems using the ai-engineering skillset and the meta-ai-engineer workflow. It applies PyTorch-first prototyping, JAX for high-performance workloads, and systematic decision-making across model selection, training patterns, distributed scaling, and deployment planning.