Data Scientist

• Join our team to help build state-of-the-art research tools.
• Our Data Science teams focus on extracting key information such as entities mentioned, sentiment analysis, data enrichments, predictive insights, and more to build best in class data and news streams relied on by our global customer base.
• Responsible for the end‑to‑end design and continuous evolution of a multimodal document understanding and structured data extraction platform: complex PDF / scanned page layout analysis, semantic extraction, structural reconstruction, quality validation, and business integration.
• Leads multimodal model strategy (vision + language + layout) and multi‑agent collaboration (task decomposition, verification, conflict reconciliation, feedback loops) and plans future customized training and ongoing optimization of models.
• Design and iterate the multimodal document parsing pipeline: layout / structural modeling, semantic extraction, cross‑modal alignment, structural reconstruction.
• Build and optimize a multi‑agent collaboration mechanism: task splitting, parallel / sequential scheduling, peer review, iterative quality improvement loops.
• Define model selection / composition / routing strategies (dynamic dispatch by document type, structural patterns, quality signals).
• Plan and execute model fine‑tuning, domain adaptation, continual learning, active learning, and data feedback loops.
• Establish end‑to‑end metrics: extraction accuracy, structural consistency, agent collaboration effectiveness, latency, stability, and cost.
• Build quality assurance and risk controls: drift & anomaly monitoring, confidence estimation, fallback strategies, alignment / compliance checks.
• Drive mapping and consistency between agent / model outputs and business knowledge field standards.

Senior Data Scientist

Staff Data Scientist

Senior Data Scientist

Senior Data Scientist

Principal Data Scientist