Lead AI Engineer, Agentic Data Lineage
Location
québec, qc
Job Type
Full-time
Category
Engineering
Posted
June 19, 2026
Lead AI Engineer, Agentic Data Lineage What You Will Do
Define and drive the technical strategy for a Firmwide, column-level data lineage platform built on AI reasoning agents.
Architect parsers that build Abstract Syntax Trees (ASTs) from SQL across multiple dialects, stored procedures, Python, Java, Scala, and Spark jobs, then resolve column-level transformations from those trees.
Design ingestion of no-code signals from ETL and transformation tools, workflow orchestrators, data catalogs, and BI platforms, normalizing them into a common lineage model.
Build a multi-agent system in which specialized deep agents parse, reason, disambiguate, and reconcile conflicting signals, then assemble a coherent end-to-end lineage graph.
Establish how agents handle ambiguity (dynamic SQL, runtime configuration, hand-written transformations) by reasoning over context rather than failing silently or guessing.
Model and persist lineage as a queryab...
Define and drive the technical strategy for a Firmwide, column-level data lineage platform built on AI reasoning agents.
Architect parsers that build Abstract Syntax Trees (ASTs) from SQL across multiple dialects, stored procedures, Python, Java, Scala, and Spark jobs, then resolve column-level transformations from those trees.
Design ingestion of no-code signals from ETL and transformation tools, workflow orchestrators, data catalogs, and BI platforms, normalizing them into a common lineage model.
Build a multi-agent system in which specialized deep agents parse, reason, disambiguate, and reconcile conflicting signals, then assemble a coherent end-to-end lineage graph.
Establish how agents handle ambiguity (dynamic SQL, runtime configuration, hand-written transformations) by reasoning over context rather than failing silently or guessing.
Model and persist lineage as a queryab...