Contract NLP Document Intelligence Engineer
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Job Location:
West Palm Beach, FL - USA
Monthly Salary:
Not Disclosed
Posted on:
20 hours ago
Vacancies:
1 Vacancy
Job Summary
Contract NLP / Document Intelligence Engineer
Value Driven Solutions is recruiting a Contract NLP / Document Intelligence Engineer to revolutionize how PE portcos extract actionable intelligence from unstructured data troves including contracts confidential information memorandums (CIMs) quality-of-earnings (QofE) reports and customer correspondence. With up to 75% travel to secure data rooms and ops hubs youll spearhead assessments to uncover hidden risks/opportunitiessuch as clause ambiguities in supplier agreements or sentiment trends in feedbackand deploy layout-aware models that automate extraction summarization and risk scoring slashing review times by 60% and enabling $25M in risk-mitigated value.
Youll architect multimodal NLP pipelines using spaCy/Transformers for entity recognition relation extraction and abstractive summarization handling PDFs via PyMuPDF or LayoutLM for spatial awareness. Integration with enterprise search (Elasticsearch) and visualization tools will enable interactive querying while ensuring HIPAA/SOX compliance through anonymization and audit trails. Partnering with legal/FP&A teams youll validate via precision/recall benchmarks and user trials reporting to deal committees on quantified upsides like faster LOI closures. Ideal for NLP specialists with domain chops in finance/legal whove industrialized document AI in high-stakes environments.
VDSs cross-portco lens will let you refine models on diverse datasets contributing to our due-diligence accelerator suite.
Key Responsibilities:
- Lead document AI audits and 18-month roadmaps prioritizing high-ROI automations (e.g. auto-flagging indemnity risks).
- Develop NER/summarization models with fine-tuning on portco-specific corpora incorporating active learning.
- Build scalable ingestion pipelines for batch/real-time processing with API endpoints for integration.
- Perform impact analyses using NLP metrics to forecast savings (e.g. hours-to-dollars conversion).
- Upskill teams through tailored demos and contribute to VDSs open-source NLP toolkit.
Required Qualifications:
- Advanced degree in NLP/CS; 4 years building production document AI with >20% efficiency lifts.
- Proficiency in Hugging Face BERT variants and tools like DocTR for OCR/layout.
- Experience in finance/legal data with focus on explainable NLP (attention viz).
- Python/SQL expertise plus DevOps for model serving (FastAPI Ray).
- Collaborative communicator for aligning tech with business/legal needs.
Preferred Experience:
- Work with CIM/QofE parsing in M&A contexts.
- Multimodal fusion (texttable extraction) in regulated industries.
- Consulting on GxP-compliant document systems.
To apply: Send CV short note on the specific impact youve driven with NLP in private-equity or industrial settings to emailprotected. Include role title in subject line and your availability.
Leadership Solutions Value Driven Solutions Accelerating Agentic AI adoption in private equity portfolios
Required Experience:
Senior Manager
Key Skills
- IVR
- SOAP
- Avaya
- Solaris
- Cost Accounting Standards
- Database Design
- Hibernate
- ITIL
- Weblogic
- Express.js
- Contracts
- ASP
About Company
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