Related skills
nlp machine learning distributed systems data pipelines document understandingπ Description
- Own architecture and evolution of our large-scale data extraction platform.
- Design systems processing hundreds of thousands of records across PDFs/HTML/APIs.
- AI-based validation, confidence scoring, provenance tracking, safeguards.
- Establish contracts for correctness, traceability, and confidence.
- Balance AI with rules-based systems to improve reliability and explainability.
- Mentor senior engineers and contribute to long-term tech strategy while staying hands-on.
π― Requirements
- 15+ years building large-scale production systems
- Designing data ingestion, extraction, or processing at scale
- Deep expertise in distributed systems
- Deep expertise in data platforms and pipelines
- Deep expertise in AI/ML-powered extraction or classification
- Reducing operational or human overhead through better design
π Benefits
- Equity may be offered
- Generous benefits program
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