Remote Model Validation Jobs

regressions before customers do Harden model deployment workflows with canary releases, shadow testing, automated rollbacks, and validation gates

You will conduct model validations, challenge assumptions and limitations, improve our model inventory and monitoring practices, and work closely with teams across

Validation deserves special mention, because when a model's output feeds someone's health decisions, leakage and miscalibration stop being academic concerns.

60 days: Own one model or feature end to end: train or adapt it, validate it on held-out data, and present the results to the team and

…SQL and Python for transformations, validation

Recommend actions that guide model selection, model improvements, product priorities, and release decisions Validate automated graders against human ratings

…mechanics, targeting algorithms and attribution models

Build and support models running in production, where their output drives real engineering decisions.

Build automated model validation.Develop systems that test model outputs, detect quality regressions, and validate changes across different models

…core: performance and drift monitoring, validation, calibration and stability testing, fair lending and bias assessments, model

Experience developing pricing and monetization models for B2B products.

We believe that world models are at the frontier of progress in artificial intelligence.

…Expert SQL and strong data modeling skills (dimensional modeling, grain, slowly changing dimensions)

…shaping acceptance criteria and risk models

…Be able to explain a model to a credit officer, a model validator, a PM, and an engineer Be able