Model Pragmatism Jobs in United States

Write effective Python and SQL and can investigate imperfect data, debug models, and make pragmatic implementation choices.

Design and improve Harvey's Unified Model Controller (UMC) and Model Selector platform to automatically detect model degradations and intelligently

Infrastructure Leadership Own the strategy, roadmap, and execution for GPU compute infrastructure, ensuring it scales to meet growing model

RESPONSIBILITIES Own Teamcenter architecture including but not limited to deployment, security, data model

Define service boundaries, data models, and processing patterns, making pragmatic tradeoffs across consistency, real-time and batch processing, performance

Experience modeling physical systems in robotics, controls, system identification, sensor modeling, or a closely related field.

You're well-versed in data modeling best practices (dimensional modeling, star/snowflake schemas, slowly changing dimensions) and know how to optimize

We use a hybrid work model and value in-person collaboration for technical design, iteration, and cross-functional partnership.

About Arena Intelligence Arena is the platform for evaluating how AI models perform in the real world.

Improve model architectures, training methods, and production systems to increase model quality, coverage, and adaptability.

engineers, researchers, operations, and strategists to shape product direction and drive user and business outcomes Develop both long-term strategy and pragmatic

We use a hybrid work model and value in-person collaboration for technical design, iteration, and cross-functional partnership.

You're pragmatic about LLMs. You've used them where they win and you know where a smaller, cheaper, more reliable model wins instead.