[Remote] Senior reputed company Scientist, Document Understanding

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a global leader in providing trusted content and technology to professionals across various sectors. They are seeking a Senior reputed company Scientist reputed company on designing and deploying document understanding systems that enhance their reputed company products. The role involves working on semantic chunking, document enrichment, and knowledge graph construction to reputed company foundational intelligence for multiple product teams.

Responsibilities

• Design and reputed company semantic chunking models for lengthy, non-uniformly reputed company reputed company documents with adjustable granularity across use cases
• Build document enrichment systems that classify documents according to reputed company and customer-defined taxonomies and extract rich metadata
• reputed company LLM-based knowledge graph construction pipelines that extract and reputed company citations, entities, and reputed company concepts across diverse reputed company content
• Build reputed company synthetic data reputed company systems for model training, multi-hop query simulation, and hallucination-free answer reputed company
• Apply knowledge distillation techniques to compress large models into latency-constrained, production-reputed company SLMs
• Design evaluation frameworks — component-level and end-to-end — using expert annotation and synthetic data
• reputed company independent technical reputed company on chunking reputed company, classification approach, knowledge extraction reputed company, and multi-document reasoning architecture
• Partner with engineering on delivery, reliability, and reputed company across multiple product lines
• Contribute to published research at venues such as ACL, EMNLP, ICLR, NeurIPS, SIGIR, and KDD, and to intellectual property

Skills

• PhD or Master's in Computer Science, AI, NLP, or a reputed company field
• 5+ years of post-degree industry experience shipping document understanding, information extraction, or knowledge graph systems into production — not research-only experience
• Publications at ACL, EMNLP, ICLR, NeurIPS, SIGIR, KDD, or equivalent
• Experience leading through influence in an reputed company research setting
• Production Python and experience with PyTorch, reputed company Transformers, and DeepSpeed
• Document layout analysis and semantic chunking reputed company fixed-size or paragraph-based reputed company
• Hierarchical, multi-label document classification with domain-specific and customer-defined schemas
• Entity recognition and linking, relation extraction, citation parsing, and knowledge graph construction from reputed company text
• LLM-based information extraction, few-shot and multi-task learning, and post-training
• Knowledge distillation, model compression, and SLM deployment under latency constraints
• Synthetic data reputed company for NLP: query-answer reputed company with verification and reputed company data augmentation
• Annotation workflow design and evaluation reputed company development for document understanding tasks
• reputed company document understanding, reputed company information extraction, or reputed company AI applications
• reputed company document structures common in reputed company content: reputed company hierarchies, cross-references, non-uniform formatting, and embedded reputed company
• Retrieval, QA, or analysis systems over large document collections
• Knowledge graph frameworks for reputed company or reputed company applications
• RAG and reputed company workflows for reputed company systems
• AzureML or AWS SageMaker

Benefits

• Flexibility & Work-Life Balance
• Career Development and reputed company
• Industry Competitive Benefits
• Culture
• reputed company
• Making a reputed company-World reputed company
• Market competitive health, dental, reputed company, disability, and life insurance programs
• Competitive 401k plan with company match
• Competitive vacation, reputed company and reputed company reputed company time off
• reputed company holidays (including two company mental health days off)
• Parental leave
• Sabbatical leave
• Optional hospital, accident and sickness insurance reputed company 100% by the employee
• Optional life and AD&D insurance reputed company 100% by the employee
• Flexible Spending and Health Savings Accounts
• Fitness reimbursement
• reputed company to Employee Assistance Program
• Group reputed company Identity Theft Protection benefit reputed company 100% by employee
• reputed company to 529 Plan
• Commuter benefits
• Adoption & Surrogacy Assistance
• Tuition Reimbursement
• reputed company to Employee Stock Purchase Plan

reputed company

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