Computational Journalist, AI Deployment

AppliedXL detects material changes in authoritative records and turns them into verified intelligence for news, research, and analytics products. The Computational Journalist will develop and deploy AI-powered research workflows, map new domains, verify evidence, evaluate outputs, and turn successful experiments into reusable intelligence products.

Responsibilities:

• Map new domains using the AXL Event Engine, identifying authoritative sources, material events and the evidence needed to verify them
• Build AI workflows for research, extraction, classification, monitoring and analysis
• Turn unstructured records into structured entities, events and signals with clear source lineage
• Develop methods for detecting changes in values, states, claims, commitments, relationships and timelines
• Distinguish material events from routine updates and noise
• Verify evidence, reconcile conflicting information and preserve the basis for each conclusion
• Build evaluation sets and test outputs for accuracy, omissions and unsupported claims
• Investigate failures across source data, retrieval, model behavior and workflow design
• Test new models and tools against real-world tasks and adopt them when they improve performance
• Work with research, product and engineering to turn successful experiments into reusable workflows and customer-facing products