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Information Extraction Engineer – Remote in Virginia
Extract and validate cited facts from complex documents for DEFCON AI’s resilient AI optimization platform. Use Python and NLP tools in a secure government cloud environment.
संयुक्त राज्य
वर्जीनिया$1,30,000 – $1,60,000 / वर्ष
रिमोटपूर्णकालिकमध्य स्तरवरिष्ठआवश्यक भाषा: अंग्रेज़ीइंजीनियरविवरण
- Extract structured facts from long-form, narrative, free-text, and semi-structured documents
- Link every extracted fact to the precise passage supporting it
- Verify that each citation supports its associated fact, treating missing or unsupported citations as defects
- Separate stated totals from sums derived from financial narratives, preserving source items and calculations for review
- Use recorded rule context in model-assisted extraction while keeping citations and uncertainty distinct from validity decisions
- Apply and expand the team’s established extraction methodology consistently across document types
- Identify ambiguous, conflicting, or incomplete source text and flag it without forcing an interpretation
- Collaborate with entity resolution and retrieval teams to define the information downstream systems require from extracted facts
- Produce high-volume fact extraction with every claim traceable to its source passage
- Maintain throughput across new document types without rebuilding the extraction methodology each time
आवश्यकताएँ
- At least 3 years of production experience extracting structured facts or data from unstructured, narrative text
- Experience maintaining traceability between extracted output and source material
- Strong Python skills and hands-on experience with NLP or information-extraction tools, including rule-based, statistical, or LLM approaches
- US citizenship required
- Active US Secret clearance
- Preferred: Experience extracting information in government, investigative, legal, financial-crime, or intelligence-related settings
- Preferred: Experience with LLM-based extraction, structured output schemas, and validation against source text
- Preferred: Experience supplying extracted facts to downstream matching, scoring, or retrieval systems
- Preferred: Active Top Secret clearance
लाभ
- Fully remote, results-oriented work environment
- Salary, bonus, and equity package
- Employer-paid medical, dental, and vision coverage for you and your family
- Unlimited paid time off with manager approval
- Flexible schedule and autonomy over the workday
- 14 weeks of fully paid parental leave
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