Analytics jobs¶
Jobs let you analyze and transform encrypted data without ever decrypting it. They run Python or PySpark computations in OPAQUE’s confidential execution environment, so data stays protected and policy-governed throughout the job.
Jobs run as discrete, one-time executions: you submit a job, it runs to completion, and it produces outputs you can review, share, and audit—without exposing the underlying data.
Jobs are ideal for privacy-sensitive analytics, regulatory reporting, feature engineering, and model training over protected datasets—where maintaining confidentiality is as important as generating insight.
In this section