About this role
Convert research into products and build workflows to diversify and populate datasets, leveraging LLMs/VLMs and agents in the data generation pipeline. Ship machine learning workflows and pipelines, define evaluation criteria, and run offline evaluations before production changes.
Skills for this role
Generative AILarge Language Models (LLMs)Vision-Language Models (VLMs)Computer Vision3D Computer VisionMulti-agent systemsDeep LearningMachine LearningMachine learning pipelinesData generation pipelinesDataset diversificationPythonCC++Unix/LinuxSoftware engineeringOffline evaluationInference latency optimizationCost-per-call tradeoff analysisDegraded-mode fallbacksRetry logicTool-call error recoveryTechnical communicationCross-team collaborationAI product development