Discover how Saviynt secures all identities, enabling enterprises to manage access, governance, and compliance confidently while addressing the unique security challenges of the AI era.
About the role
You set the architectural direction for how training data flows, evolves, and is governed across the AI Platform. You define the standards ML engineers and scientists build on, and ensure every training signal is tenant-isolated, PII-free, and traceable from source to model. Demonstrated principal impact: platform standards you defined adopted org-wide, or major cross-team pipeline/schema migrations you led
More about this role
ABOUT SAVIYNT
Saviynt is a leader in identity security, delivering an AI-powered platform that governs and secures access to applications, data, and business processes for global enterprises and government institutions. Built for the AI era, Saviynt helps organizations move faster — securely and compliantly.
ABOUT THE ROLE
You set the architectural direction for how training data flows, evolves, and is governed across the AI Platform. You define the standards ML engineers and scientists build on, and ensure every training signal is tenant-isolated, PII-free, and traceable from source to model.
WHAT YOU'LL OWN
AI Data Lake on GCS: bucket layout, raw → silver → gold tier separation, CMEK encryption, lifecycle rules
Batch pipelines: Spark on Dataproc for TB-scale feature backfills, Iceberg compaction, and daily S3→GCS incremental sync
Streaming pipelines: Apache Beam on Dataflow for sub-5-min CDC ingestion with exactly-once semantics and PII assertion gates
Schema registry: Avro / Protobuf schema versioning, compatibility modes, and migration playbooks for safe schema evolution
Orchestration: Flyte as primary DAG layer — task authoring standards, domain isolation, retry policies,...
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