This role owns the self-sourcing and extraction foundation used by multiple teams across the organization. Today, human validation is used as a safety net. Your mission is to systematically reduce human dependency by increasing system correctness, confidence, and trust, without sacrificing speed or scalability
You will operate at the intersection of distributed systems, AI-driven extraction, data quality, and platform architecture, raising the technical bar and reshaping how we build reliable systems
Own the architecture and evolution of our large-scale data extraction and normalization platform
Design systems that process hundreds of thousands of records across heterogeneous sources (PDF, HTML, APIs, XLS) with high reliability
Define and implement strategies to minimize human-in-the-loop validation through AI-based validation, confidence scoring, provenance tracking, and deterministic safeguards
Establish clear system contracts for correctness, traceability, and confidence (e.g., “where did this number come from?”)
Balance AI-driven approaches with procedural and rules-based systems where they improve reliability and explainabilityIdentify and remediate architectural and operational bottlenecks impacting scale, accuracy, and developer velocity
Act as the technical authority to block poor designs, redesign critical systems, and introduce new platforms or tooling when necessary
Partner with product and downstream consumers to define quality bars, SLAs, and success metrics
Serve as a technical escalation point for production issues, reliability failures, and systemic risks
Mentor senior engineers, shape technical culture, and raise expectations for system design and execution
Contribute to long-term technical strategy while remaining hands-on with critical implementations
For base compensation, we set standard ranges for all roles based on function and level benchmarked against similar stage growth companies and internal comparables. In order to be compliant with local legislation, as well as to provide greater transparency to candidates, we share salary ranges on all job postings regardless of desired hiring location
You may also be offered equity, and a generous benefits program