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nlp machine learning distributed systems data pipelines data ingestion📋 Description
- Own architecture of the large-scale data extraction/normalization platform
- Design systems processing hundreds of thousands of records from PDFs/HTML/APIs/XLS
- Reduce human-in-the-loop validation with AI validation, confidence scoring, provenance
- Define contracts for correctness, traceability, and confidence
- Balance AI with rules-based systems for reliability and explainability
- Mentor senior engineers and stay hands-on with core implementations
🎯 Requirements
- 15+ years building large-scale production systems
- Designing data ingestion, extraction, or processing at scale
- Deep expertise in distributed systems; data pipelines; AI/ML-powered extraction
- Ability to design trustworthy AI + deterministic systems
- Strong reliability, observability, failure modes, and hardening
- Track record of technical leadership across teams (no formal management)
🎁 Benefits
- Equal-opportunity employer; inclusive and respectful workplace
- Generous benefits program; potential equity
- Remote-friendly with global teams; multiple offices worldwide
- Transparent compensation with published salary ranges
- Reasonable accommodations for protected disabilities
- Impactful work shaping AI-driven market intelligence
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