ML Research Engineer

Sourced from jobverse.io

Coco Labs is hiring an ML Research Engineer to build the models behind its design-generation product, Vyb. The role centers on training generation models, constructing synthetic and curated data pipelines, and designing evaluation frameworks that turn subjective design quality into reliable metrics. You will also make models production-ready by optimizing inference latency and cost and minimizing training/serving skew.

• Design, run, and iterate on training for generation models
• Make pragmatic calls on model architectures and training strategies
• Build systems to generate, render, validate, and filter training data at scale
• Design evaluation frameworks combining automated checks, model-based judges, and human preference signals
• Optimize inference latency and cost and minimize training/serving skew
• Keep experiments reproducible, versioned, and easy to compare
• Write clean, tested training and eval code

• Experience training and iterating on ML/generative models
• Ability to build and scale data pipelines for training data
• Experience designing evaluation frameworks and metrics
• Knowledge of inference optimization and production ML deployment
• Strong software engineering skills with clean, tested code

• Experience with design-generation or creative AI products
• Familiarity with human preference evaluation methods
• Experience with model-based judges and automated eval tooling